Pandas Profiling Report

Dataset statistics

Number of variables	127
Number of observations	23
Missing cells	220
Missing cells (%)	7.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.9 KiB
Average record size in memory	1021.6 B

Variable types

Numeric	6
Categorical	59
Boolean	57
Unsupported	5

Alerts

`Prescritpion` has constant value "False"	Constant
`Lab-Report` has constant value "False"	Constant
`X-ray` has constant value "False"	Constant
`2. On a scale of 1-5, how much fatigue do you feel after having your meals?` has constant value "1.0"	Constant
`1. On an average how many cups of tea/coffee do you have per day?` has constant value "0.0"	Constant
`2. Do you have any variation in blood pressure? High BP/Low BP- (if the client has answered the qn no 21 in ‘Profile’, this question can be made hidden.)` has constant value "True"	Constant
`12. Do you have difficulty in digesting fruits and vegetables; undigested food found in stools? Yes/No` has constant value "False"	Constant
`13. Do you have excessive burping/ belching/ bloating? Yes/No` has constant value "False"	Constant
`16. Do you experience tremor/shaking while your legs or hands are at rest ? Yes/No` has constant value "False"	Constant
`6. Do you have any increase in fat distribution around the chest and hips? Yes/No` has constant value "False"	Constant
`4. Present Medications?` has constant value "True"	Constant
`(IF SPORT PERSON)` has constant value "True"	Constant
`(IF ATHLETE)` has constant value "nil"	Constant
`Do you exercise regularly` has constant value "True"	Constant
`Unnamed: 0.1` is highly correlated with `Unnamed: 0` and 61 other fields	High correlation
`Unnamed: 0` is highly correlated with `Unnamed: 0.1` and 45 other fields	High correlation
`Height` is highly correlated with `Unnamed: 0` and 24 other fields	High correlation
`Weight` is highly correlated with `Unnamed: 0.1` and 42 other fields	High correlation
`6. On a scale of 1-5, how often do you feel mentally sluggish these days?` is highly correlated with `Name` and 10 other fields	High correlation
`8. On a scale of 1-5, how much do you feel sleepy during the day?` is highly correlated with `Unnamed: 0.1` and 31 other fields	High correlation
`D. Days of flow` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`(IF FITNESS ENTHUSIAST)` is highly correlated with `Unnamed: 0.1` and 7 other fields	High correlation
`5. Do you have any Family History of the following diseases?` is highly correlated with `Unnamed: 0.1` and 5 other fields	High correlation
`7. On a scale of 1-5, how much do you feel difficulty in focussing or difficulty in concentrating?` is highly correlated with `Name` and 4 other fields	High correlation
`3. Are you suffering from Pimples/Acne?` is highly correlated with `Name` and 6 other fields	High correlation
`9. How will you describe your skin type?` is highly correlated with `Unnamed: 0.1` and 25 other fields	High correlation
`2. How often do you skip your meals?` is highly correlated with `Name` and 5 other fields	High correlation
`19. Do you feel difficulty in spelling correctly, familiar words? Yes/No` is highly correlated with `Unnamed: 0.1` and 12 other fields	High correlation
`20. Has there any change in vision (eye sight) recently ? Yes/No` is highly correlated with `Unnamed: 0` and 6 other fields	High correlation
`23. Are you more emotional now-a days, than in the past?` is highly correlated with `Name` and 6 other fields	High correlation
`13. Do you have excessive burping/ belching/ bloating? Yes/No` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`15. Do you sweat/perspire excessively, with little or no activity? Yes/No` is highly correlated with `Name` and 12 other fields	High correlation
`Occupation` is highly correlated with `Unnamed: 0.1` and 19 other fields	High correlation
`Uric Acid` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`F. Clots` is highly correlated with `Unnamed: 0.1` and 19 other fields	High correlation
`24. Does your frequency of urination increased these days?` is highly correlated with `Unnamed: 0.1` and 6 other fields	High correlation
`2. Do you feel it is difficult to be attentive in your studies?` is highly correlated with `Unnamed: 0.1` and 6 other fields	High correlation
`4. On a scale of 1-5 how will you rate your appetite on a normal day?` is highly correlated with `Unnamed: 0.1` and 8 other fields	High correlation
`Ethinicity` is highly correlated with `Unnamed: 0.1` and 18 other fields	High correlation
`Do you exercise regularly` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`1. Do you feel any urgency in urination, these days? Yes/No` is highly correlated with `Name` and 8 other fields	High correlation
`Blood pressure` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`12. Do you have difficulty in digesting fruits and vegetables; undigested food found in stools? Yes/No` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`Gender` is highly correlated with `Unnamed: 0` and 3 other fields	High correlation
`2. Do you feel any decrease in fullness of erections? Yes/No` is highly correlated with `Name` and 8 other fields	High correlation
`5. Do you have recurrent premature ejaculations?` is highly correlated with `Name` and 8 other fields	High correlation
`3. How often do you feel sleeplessness at night` is highly correlated with `Name` and 11 other fields	High correlation
`HDL` is highly correlated with `Unnamed: 0.1` and 25 other fields	High correlation
`5. Do you feel any hot flushes? Yes/No` is highly correlated with `Name` and 1 other fields	High correlation
`How many hours per week` is highly correlated with `Unnamed: 0.1` and 22 other fields	High correlation
`7. Are you suffering from any of the following symptoms, these days?` is highly correlated with `Name` and 3 other fields	High correlation
`Name` is highly correlated with `Unnamed: 0.1` and 106 other fields	High correlation
`11. Do you have difficulty in gaining/losing weight ? Yes/No; If yes→ for gaining/losing` is highly correlated with `Name` and 1 other fields	High correlation
`TSH` is highly correlated with `Unnamed: 0.1` and 18 other fields	High correlation
`1. On an average how many cups of tea/coffee do you have per day?` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`G. Abnormal discharges` is highly correlated with `Unnamed: 0.1` and 9 other fields	High correlation
`Alcohol intake` is highly correlated with `Unnamed: 0.1` and 12 other fields	High correlation
`Skin allergies` is highly correlated with `Unnamed: 0.1` and 3 other fields	High correlation
`1. Do you feel trembling or palpitation, recurrently? Yes/No` is highly correlated with `Name` and 3 other fields	High correlation
`11. How do you describe yourself?` is highly correlated with `Unnamed: 0.1` and 26 other fields	High correlation
`Triglyceride` is highly correlated with `Unnamed: 0.1` and 20 other fields	High correlation
`4. Are you prone to fat deposition in the abdominal area? Yes/No` is highly correlated with `Name` and 4 other fields	High correlation
`1. Are you suffering from any lifestyle diseases of the following?` is highly correlated with `Unnamed: 0.1` and 3 other fields	High correlation
`2. Do you have any variation in blood pressure? High BP/Low BP- (if the client has answered the qn no 21 in ‘Profile’, this question can be made hidden.)` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`Place` is highly correlated with `Unnamed: 0.1` and 29 other fields	High correlation
`10. Do you sweat too much while sleeping ? Yes/No` is highly correlated with `Name` and 12 other fields	High correlation
`C. Regularity` is highly correlated with `Unnamed: 0` and 7 other fields	High correlation
`5. On a scale of 1-5 how much do you feel sluggish or less energetic(physically) these days?` is highly correlated with `Unnamed: 0.1` and 6 other fields	High correlation
`10. Are you suffering from any of the following?(Depression; Anxiety; ADHD; Bipolar Disorder; Schizophrenia etc)` is highly correlated with `Unnamed: 0.1` and 17 other fields	High correlation
`4. Are you suffering from severe mood swings? Yes/No` is highly correlated with `Unnamed: 0.1` and 4 other fields	High correlation
`Urea` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`9. Do you have excessive hair fall, these days? Yes/No` is highly correlated with `Name` and 3 other fields	High correlation
`Salt` is highly correlated with `Unnamed: 0` and 12 other fields	High correlation
`ESR` is highly correlated with `Unnamed: 0.1` and 17 other fields	High correlation
`6. How often do you experience mood swings?` is highly correlated with `Unnamed: 0` and 6 other fields	High correlation
`H. Associated symptoms- Pains/PMS/cramps/Low Back pain/ Mood Swings/Depressed` is highly correlated with `Unnamed: 0.1` and 18 other fields	High correlation
`Lab-Report` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`17. Do you feel any giddiness on standing for a long time? Yes/No` is highly correlated with `Name` and 6 other fields	High correlation
`7. How often do you feel agitated or easily upset or nervous?` is highly correlated with `Name` and 1 other fields	High correlation
`Allergy` is highly correlated with `Name` and 3 other fields	High correlation
`7. How will you describe your ‘sex drive’ (Age limited)` is highly correlated with `Unnamed: 0.1` and 25 other fields	High correlation
`21. Is there any difficulty in making decisions or co-ordinating ?` is highly correlated with `Unnamed: 0.1` and 19 other fields	High correlation
`Prescritpion` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`SGOT` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`X-ray` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`4. How much time do you sleep in a day` is highly correlated with `Unnamed: 0` and 34 other fields	High correlation
`Fasting blood sugar` is highly correlated with `Unnamed: 0.1` and 16 other fields	High correlation
`A. Age of Menarche` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`4. How will you describe yourself? Sluggish/Active/Hyperactive` is highly correlated with `Unnamed: 0` and 22 other fields	High correlation
`2. On a scale of 1-5, how much fatigue do you feel after having your meals?` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`SGPT` is highly correlated with `Unnamed: 0.1` and 17 other fields	High correlation
`4. Do you feel any decrease in physical stamina? Yes/No` is highly correlated with `Name` and 8 other fields	High correlation
`18. Do you feel your memory is poor or are you forgetful? Yes/No` is highly correlated with `Name` and 5 other fields	High correlation
`3. On a scale of 1-5 how will you rate your thirst on a normal day?` is highly correlated with `Name` and 5 other fields	High correlation
`6. Do you experience any changes in your body weight, when you are under stress for a certain period? Yes/No → Weight Gain/Weight Los` is highly correlated with `Name` and 1 other fields	High correlation
`8. How often do you exercise?` is highly correlated with `Unnamed: 0.1` and 24 other fields	High correlation
`3. Is your waist circumference equal or larger than hip circumference? Yes/No` is highly correlated with `Name` and 3 other fields	High correlation
`Diet` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`3. Do you feel sleepy during study time?` is highly correlated with `Unnamed: 0` and 5 other fields	High correlation
`5. Are you under a high amount of stress? Yes/No` is highly correlated with `Name` and 2 other fields	High correlation
`8. Do you have any Drug allergies?` is highly correlated with `Name` and 3 other fields	High correlation
`6. Have you undergone any major surgery(ies)? Yes/No; if yes please specify` is highly correlated with `Unnamed: 0.1` and 3 other fields	High correlation
`8. Do you have difficulty in bowel movements/constipation? Yes/No` is highly correlated with `Name`	High correlation
`1.On a scale of 1-5, how much do you feel irritable if there is a delay in food or if a meal is missed?` is highly correlated with `Name` and 2 other fields	High correlation
`4. Present Medications?` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`(IF SPORT PERSON)` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`Smoking Cigars` is highly correlated with `Unnamed: 0.1` and 12 other fields	High correlation
`2. Do you have any bleeding after menopause? Yes/No` is highly correlated with `Unnamed: 0.1` and 13 other fields	High correlation
`5. How often do you take fried foods/junk foods?` is highly correlated with `Unnamed: 0.1` and 7 other fields	High correlation
`9. Are you having any form of physical disability?` is highly correlated with `Name` and 3 other fields	High correlation
`16. Do you experience tremor/shaking while your legs or hands are at rest ? Yes/No` is highly correlated with `D. Days of flow` and 112 other fields	High correlation
`22. Do you feel depressed or lack motivation?` is highly correlated with `Name` and 5 other fields	High correlation
`14. Do you have difficulty in learning new things ? Yes/No` is highly correlated with `Name` and 1 other fields	High correlation
`E. Quantity of bleeding- Heavy/Normal/scanty` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`Preffered cooking oil` is highly correlated with `Unnamed: 0` and 38 other fields	High correlation
`Creatinine` is highly correlated with `Unnamed: 0.1` and 28 other fields	High correlation
`4. Are you suffering from hair loss?` is highly correlated with `Unnamed: 0.1` and 4 other fields	High correlation
`1. Do you feel forgetfulness, these days?` is highly correlated with `Unnamed: 0.1` and 10 other fields	High correlation
`3. Present system of Treatment?` is highly correlated with `Unnamed: 0.1` and 5 other fields	High correlation
`Hb` is highly correlated with `Unnamed: 0.1` and 25 other fields	High correlation
`Sweet` is highly correlated with `Unnamed: 0.1` and 8 other fields	High correlation
`7. Are you gaining weight even with a low calorie diet? Yes/No` is highly correlated with `Name` and 1 other fields	High correlation
`Addiction(Others if any)` is highly correlated with `Unnamed: 0.1` and 12 other fields	High correlation
`2. Do you have any abnormal hair growth? (eg: in face, chest etc)` is highly correlated with `Name`	High correlation
`Marital Status` is highly correlated with `Unnamed: 0.1` and 18 other fields	High correlation
`Total Cholesterol` is highly correlated with `Unnamed: 0.1` and 16 other fields	High correlation
`3. Do you have any difficulty in maintaining morning erections? Yes/No` is highly correlated with `Name` and 8 other fields	High correlation
`B. Cycle length` is highly correlated with `Unnamed: 0.1` and 25 other fields	High correlation
`3. Do you have any disinterest in sex? Yes/No` is highly correlated with `Unnamed: 0.1` and 14 other fields	High correlation
`2. How long are you suffering?` is highly correlated with `Unnamed: 0.1` and 5 other fields	High correlation
`HbA1C` is highly correlated with `Unnamed: 0.1` and 18 other fields	High correlation
`LDL` is highly correlated with `Unnamed: 0.1` and 17 other fields	High correlation
`Age` is highly correlated with `Unnamed: 0.1` and 12 other fields	High correlation
`BMI` is highly correlated with `Unnamed: 0.1` and 19 other fields	High correlation
`Diet` has 1 (4.3%) missing values	Missing
`Allergy` has 5 (21.7%) missing values	Missing
`Prescritpion` has 13 (56.5%) missing values	Missing
`Lab-Report` has 13 (56.5%) missing values	Missing
`X-ray` has 13 (56.5%) missing values	Missing
`4. How much time do you sleep in a day` has 4 (17.4%) missing values	Missing
`7. How will you describe your ‘sex drive’ (Age limited)` has 8 (34.8%) missing values	Missing
`9. How will you describe your skin type?` has 4 (17.4%) missing values	Missing
`6. Do you have any increase in fat distribution around the chest and hips? Yes/No` has 22 (95.7%) missing values	Missing
`MENOPAUSAL FEMALES ONLY` has 23 (100.0%) missing values	Missing
`1. Age of Menopause` has 23 (100.0%) missing values	Missing
`What kind of sports` has 23 (100.0%) missing values	Missing
`(IF ATHLETE)` has 22 (95.7%) missing values	Missing
`Participating category(ies)` has 23 (100.0%) missing values	Missing
`Kind of exercises you prefer(yoga/weight training/Strength Training/Functional Movements/cardio/cross training etc)` has 23 (100.0%) missing values	Missing
`Name` is uniformly distributed	Uniform
`Unnamed: 0.1` has unique values	Unique
`Unnamed: 0` has unique values	Unique
`Name` has unique values	Unique
`MENOPAUSAL FEMALES ONLY` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`1. Age of Menopause` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`What kind of sports` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Participating category(ies)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Kind of exercises you prefer(yoga/weight training/Strength Training/Functional Movements/cardio/cross training etc)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2022-10-25 14:33:53.761752
Analysis finished	2022-10-25 14:37:55.044676
Duration	4 minutes and 1.28 second
Software version	pandas-profiling v3.4.0
Download configuration	config.json

Unnamed: 0.1
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	487.3913043

Minimum	32
Maximum	1030
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	312.0 B

Quantile statistics

Minimum	32
5-th percentile	70.3
Q1	181.5
median	521
Q3	698.5
95-th percentile	999.4
Maximum	1030
Range	998
Interquartile range (IQR)	517

Descriptive statistics

Standard deviation	320.3257914
Coefficient of variation (CV)	0.657225085
Kurtosis	-1.199417623
Mean	487.3913043
Median Absolute Deviation (MAD)	298
Skewness	0.2344490196
Sum	11210
Variance	102608.6126
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
32	1	4.3%
527	1	4.3%
1004	1	4.3%
958	1	4.3%
910	1	4.3%
807	1	4.3%
724	1	4.3%
673	1	4.3%
666	1	4.3%
563	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	4.3%
66	1	4.3%
109	1	4.3%
151	1	4.3%
164	1	4.3%
173	1	4.3%
190	1	4.3%
223	1	4.3%
282	1	4.3%
373	1	4.3%

Value	Count	Frequency (%)
1030	1	4.3%
1004	1	4.3%
958	1	4.3%
910	1	4.3%
807	1	4.3%
724	1	4.3%
673	1	4.3%
666	1	4.3%
563	1	4.3%
552	1	4.3%

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	920.3043478

Minimum	32
Maximum	4072
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	312.0 B

Quantile statistics

Minimum	32
5-th percentile	70.3
Q1	181.5
median	523
Q3	702
95-th percentile	3686.9
Maximum	4072
Range	4040
Interquartile range (IQR)	520.5

Descriptive statistics

Standard deviation	1209.131598
Coefficient of variation (CV)	1.313838841
Kurtosis	2.103570255
Mean	920.3043478
Median Absolute Deviation (MAD)	333
Skewness	1.830531214
Sum	21167
Variance	1461999.221
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
32	1	4.3%
530	1	4.3%
3740	1	4.3%
3209	1	4.3%
2496	1	4.3%
1124	1	4.3%
728	1	4.3%
676	1	4.3%
669	1	4.3%
566	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	4.3%
66	1	4.3%
109	1	4.3%
151	1	4.3%
164	1	4.3%
173	1	4.3%
190	1	4.3%
223	1	4.3%
283	1	4.3%
374	1	4.3%

Value	Count	Frequency (%)
4072	1	4.3%
3740	1	4.3%
3209	1	4.3%
2496	1	4.3%
1124	1	4.3%
728	1	4.3%
676	1	4.3%
669	1	4.3%
566	1	4.3%
555	1	4.3%

Name
Categorical

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

arya tara rai	1
shreyanesh grover	1
viraj vishal bekellu_gfx0205687	1
jiya r rakholiya _gfx0205683	1
laxmi-stb210022567	1
Other values (18)	18

Length

Max length	31
Median length	19
Mean length	16.04347826
Min length	8

Characters and Unicode

Total characters	369
Distinct characters	34
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	100.0%

Sample

1st row	arya tara rai
2nd row	sriya sreenivasan
3rd row	shitanshu verma
4th row	rizanizar
5th row	iffa ahmed

Common Values

Value	Count	Frequency (%)
arya tara rai	1	4.3%
shreyanesh grover	1	4.3%
viraj vishal bekellu_gfx0205687	1	4.3%
jiya r rakholiya _gfx0205683	1	4.3%
laxmi-stb210022567	1	4.3%
nemy joseph	1	4.3%
k shanker	1	4.3%
riyana parveen p s	1	4.3%
miss senora menezes	1	4.3%
ved dharmendra dhanani	1	4.3%
Other values (13)	13	56.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sriya	2	3.8%
sreenivasan	2	3.8%
k	2	3.8%
arya	1	1.9%
gurung	1	1.9%
johnson	1	1.9%
druvik	1	1.9%
rakesh	1	1.9%
annette	1	1.9%
adarsh	1	1.9%
Other values (40)	40	75.5%

Most occurring characters

Value	Count	Frequency (%)
a	49	13.3%
	34	9.2%
r	33	8.9%
e	31	8.4%
s	30	8.1%
i	24	6.5%
n	23	6.2%
h	17	4.6%
k	11	3.0%
v	10	2.7%
Other values (24)	107	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	309	83.7%
Space Separator	34	9.2%
Decimal Number	23	6.2%
Connector Punctuation	2	0.5%
Dash Punctuation	1	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	49	15.9%
r	33	10.7%
e	31	10.0%
s	30	9.7%
i	24	7.8%
n	23	7.4%
h	17	5.5%
k	11	3.6%
v	10	3.2%
m	9	2.9%
Other values (13)	72	23.3%

Decimal Number

Value	Count	Frequency (%)
0	6	26.1%
2	5	21.7%
5	3	13.0%
6	3	13.0%
7	2	8.7%
8	2	8.7%
3	1	4.3%
1	1	4.3%

Space Separator

Value	Count	Frequency (%)
	34	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	309	83.7%
Common	60	16.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	49	15.9%
r	33	10.7%
e	31	10.0%
s	30	9.7%
i	24	7.8%
n	23	7.4%
h	17	5.5%
k	11	3.6%
v	10	3.2%
m	9	2.9%
Other values (13)	72	23.3%

Common

Value	Count	Frequency (%)
	34	56.7%
0	6	10.0%
2	5	8.3%
5	3	5.0%
6	3	5.0%
7	2	3.3%
_	2	3.3%
8	2	3.3%
3	1	1.7%
-	1	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	369	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	49	13.3%
	34	9.2%
r	33	8.9%
e	31	8.4%
s	30	8.1%
i	24	6.5%
n	23	6.2%
h	17	4.6%
k	11	3.0%
v	10	2.7%
Other values (24)	107	29.0%

Age
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	7
Distinct (%)	30.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.130434783

Minimum	5
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	312.0 B

Quantile statistics

Minimum	5
5-th percentile	5
Q1	7
median	8
Q3	10
95-th percentile	11
Maximum	11
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.984126733
Coefficient of variation (CV)	0.2440369779
Kurtosis	-1.140842544
Mean	8.130434783
Median Absolute Deviation (MAD)	2
Skewness	-0.08248193814
Sum	187
Variance	3.936758893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
10	5	21.7%
8	5	21.7%
7	4	17.4%
5	3	13.0%
11	3	13.0%
6	2	8.7%
9	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	3	13.0%
6	2	8.7%
7	4	17.4%
8	5	21.7%
9	1	4.3%
10	5	21.7%
11	3	13.0%

Value	Count	Frequency (%)
11	3	13.0%
10	5	21.7%
9	1	4.3%
8	5	21.7%
7	4	17.4%
6	2	8.7%
5	3	13.0%

Gender
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

f	14
m	9

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	23
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	f
2nd row	f
3rd row	m
4th row	f
5th row	f

Common Values

Value	Count	Frequency (%)
f	14	60.9%
m	9	39.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
f	14	60.9%
m	9	39.1%

Most occurring characters

Value	Count	Frequency (%)
f	14	60.9%
m	9	39.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	14	60.9%
m	9	39.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	14	60.9%
m	9	39.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	14	60.9%
m	9	39.1%

Place
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	17
north india	2
darjeeling	1
banglore	1
south india	1

Length

Max length	11
Median length	3
Mean length	4.869565217
Min length	3

Characters and Unicode

Total characters	112
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	17.4%

Sample

1st row	darjeeling
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	17	73.9%
north india	2	8.7%
darjeeling	1	4.3%
banglore	1	4.3%
south india	1	4.3%
karnataka	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	17	65.4%
india	3	11.5%
north	2	7.7%
darjeeling	1	3.8%
banglore	1	3.8%
south	1	3.8%
karnataka	1	3.8%

Most occurring characters

Value	Count	Frequency (%)
n	25	22.3%
i	24	21.4%
l	19	17.0%
a	9	8.0%
r	5	4.5%
	4	3.6%
d	4	3.6%
t	4	3.6%
o	4	3.6%
h	3	2.7%
Other values (7)	11	9.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	108	96.4%
Space Separator	4	3.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	25	23.1%
i	24	22.2%
l	19	17.6%
a	9	8.3%
r	5	4.6%
d	4	3.7%
t	4	3.7%
o	4	3.7%
h	3	2.8%
e	3	2.8%
Other values (6)	8	7.4%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108	96.4%
Common	4	3.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	25	23.1%
i	24	22.2%
l	19	17.6%
a	9	8.3%
r	5	4.6%
d	4	3.7%
t	4	3.7%
o	4	3.7%
h	3	2.8%
e	3	2.8%
Other values (6)	8	7.4%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	25	22.3%
i	24	21.4%
l	19	17.0%
a	9	8.0%
r	5	4.5%
	4	3.6%
d	4	3.6%
t	4	3.6%
o	4	3.6%
h	3	2.7%
Other values (7)	11	9.8%

Height
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	12
Distinct (%)	52.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.826087

Minimum	111
Maximum	170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	312.0 B

Quantile statistics

Minimum	111
5-th percentile	120.1
Q1	122
median	140
Q3	170
95-th percentile	170
Maximum	170
Range	59
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	21.27878195
Coefficient of variation (CV)	0.1489838614
Kurtosis	-1.607669316
Mean	142.826087
Median Absolute Deviation (MAD)	19
Skewness	0.2312648733
Sum	3285
Variance	452.7865613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
170	7	30.4%
122	3	13.0%
121	2	8.7%
140	2	8.7%
128	2	8.7%
130	1	4.3%
149	1	4.3%
111	1	4.3%
136	1	4.3%
145	1	4.3%
Other values (2)	2	8.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111	1	4.3%
120	1	4.3%
121	2	8.7%
122	3	13.0%
128	2	8.7%
130	1	4.3%
136	1	4.3%
140	2	8.7%
145	1	4.3%
149	1	4.3%

Value	Count	Frequency (%)
170	7	30.4%
160	1	4.3%
149	1	4.3%
145	1	4.3%
140	2	8.7%
136	1	4.3%
130	1	4.3%
128	2	8.7%
122	3	13.0%
121	2	8.7%

Weight
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	10
Distinct (%)	43.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.13043478

Minimum	21
Maximum	70
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	312.0 B

Quantile statistics

Minimum	21
5-th percentile	22.3
Q1	26
median	35
Q3	70
95-th percentile	70
Maximum	70
Range	49
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	20.78964853
Coefficient of variation (CV)	0.471095484
Kurtosis	-1.844793022
Mean	44.13043478
Median Absolute Deviation (MAD)	10
Skewness	0.3880536102
Sum	1015
Variance	432.2094862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
70	8	34.8%
25	4	17.4%
35	2	8.7%
27	2	8.7%
28	2	8.7%
38	1	4.3%
34	1	4.3%
22	1	4.3%
21	1	4.3%
60	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1	4.3%
22	1	4.3%
25	4	17.4%
27	2	8.7%
28	2	8.7%
34	1	4.3%
35	2	8.7%
38	1	4.3%
60	1	4.3%
70	8	34.8%

Value	Count	Frequency (%)
70	8	34.8%
60	1	4.3%
38	1	4.3%
35	2	8.7%
34	1	4.3%
28	2	8.7%
27	2	8.7%
25	4	17.4%
22	1	4.3%
21	1	4.3%

BMI
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.34782609

Minimum	14
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	312.0 B

Quantile statistics

Minimum	14
5-th percentile	16
Q1	20.5
median	23
Q3	23
95-th percentile	23
Maximum	24
Range	10
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	3.039268687
Coefficient of variation (CV)	0.1423690016
Kurtosis	0.273316357
Mean	21.34782609
Median Absolute Deviation (MAD)	0
Skewness	-1.363693143
Sum	491
Variance	9.23715415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
23	16	69.6%
16	2	8.7%
18	2	8.7%
14	1	4.3%
24	1	4.3%
17	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	4.3%
16	2	8.7%
17	1	4.3%
18	2	8.7%
23	16	69.6%
24	1	4.3%

Value	Count	Frequency (%)
24	1	4.3%
23	16	69.6%
18	2	8.7%
17	1	4.3%
16	2	8.7%
14	1	4.3%

Occupation
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

doctor	9
occupation	5
nil	3
business	3
student	3

Length

Max length	10
Median length	8
Mean length	6.869565217
Min length	3

Characters and Unicode

Total characters	158
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	doctor
2nd row	doctor
3rd row	doctor
4th row	doctor
5th row	doctor

Common Values

Value	Count	Frequency (%)
doctor	9	39.1%
occupation	5	21.7%
nil	3	13.0%
business	3	13.0%
student	3	13.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
doctor	9	39.1%
occupation	5	21.7%
nil	3	13.0%
business	3	13.0%
student	3	13.0%

Most occurring characters

Value	Count	Frequency (%)
o	28	17.7%
t	20	12.7%
c	19	12.0%
n	14	8.9%
d	12	7.6%
s	12	7.6%
u	11	7.0%
i	11	7.0%
r	9	5.7%
e	6	3.8%
Other values (4)	16	10.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	158	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	28	17.7%
t	20	12.7%
c	19	12.0%
n	14	8.9%
d	12	7.6%
s	12	7.6%
u	11	7.0%
i	11	7.0%
r	9	5.7%
e	6	3.8%
Other values (4)	16	10.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	158	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	28	17.7%
t	20	12.7%
c	19	12.0%
n	14	8.9%
d	12	7.6%
s	12	7.6%
u	11	7.0%
i	11	7.0%
r	9	5.7%
e	6	3.8%
Other values (4)	16	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	28	17.7%
t	20	12.7%
c	19	12.0%
n	14	8.9%
d	12	7.6%
s	12	7.6%
u	11	7.0%
i	11	7.0%
r	9	5.7%
e	6	3.8%
Other values (4)	16	10.1%

Marital Status
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

married	17
unmarried	6

Length

Max length	9
Median length	7
Mean length	7.52173913
Min length	7

Characters and Unicode

Total characters	173
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	married
2nd row	married
3rd row	married
4th row	married
5th row	married

Common Values

Value	Count	Frequency (%)
married	17	73.9%
unmarried	6	26.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
married	17	73.9%
unmarried	6	26.1%

Most occurring characters

Value	Count	Frequency (%)
r	46	26.6%
m	23	13.3%
a	23	13.3%
i	23	13.3%
e	23	13.3%
d	23	13.3%
u	6	3.5%
n	6	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	173	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	46	26.6%
m	23	13.3%
a	23	13.3%
i	23	13.3%
e	23	13.3%
d	23	13.3%
u	6	3.5%
n	6	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	173	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	46	26.6%
m	23	13.3%
a	23	13.3%
i	23	13.3%
e	23	13.3%
d	23	13.3%
u	6	3.5%
n	6	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	46	26.6%
m	23	13.3%
a	23	13.3%
i	23	13.3%
e	23	13.3%
d	23	13.3%
u	6	3.5%
n	6	3.5%

Ethinicity
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

ethinicity	17
asain	6

Length

Max length	11
Median length	11
Mean length	9.434782609
Min length	5

Characters and Unicode

Total characters	217
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ethinicity
2nd row	ethinicity
3rd row	ethinicity
4th row	ethinicity
5th row	ethinicity

Common Values

Value	Count	Frequency (%)
ethinicity	17	73.9%
asain	6	26.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
ethinicity	17	73.9%
asain	6	26.1%

Most occurring characters

Value	Count	Frequency (%)
i	57	26.3%
t	34	15.7%
n	23	10.6%
e	17	7.8%
h	17	7.8%
c	17	7.8%
y	17	7.8%
	17	7.8%
a	12	5.5%
s	6	2.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	200	92.2%
Space Separator	17	7.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	57	28.5%
t	34	17.0%
n	23	11.5%
e	17	8.5%
h	17	8.5%
c	17	8.5%
y	17	8.5%
a	12	6.0%
s	6	3.0%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	200	92.2%
Common	17	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	57	28.5%
t	34	17.0%
n	23	11.5%
e	17	8.5%
h	17	8.5%
c	17	8.5%
y	17	8.5%
a	12	6.0%
s	6	3.0%

Common

Value	Count	Frequency (%)
	17	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	217	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	57	26.3%
t	34	15.7%
n	23	10.6%
e	17	7.8%
h	17	7.8%
c	17	7.8%
y	17	7.8%
	17	7.8%
a	12	5.5%
s	6	2.8%

Diet
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	18.2%
Missing	1
Missing (%)	4.3%
Memory size	312.0 B

non-veg(chicken)	11
non-veg(readmeat)	5
vegeterian(cereals)	5
vegeterian(green leafy)	1

Length

Max length	23
Median length	21
Mean length	17.22727273
Min length	16

Characters and Unicode

Total characters	379
Distinct characters	22
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.5%

Sample

1st row	non-veg(readmeat)
2nd row	non-veg(readmeat)
3rd row	vegeterian(green leafy)
4th row	non-veg(chicken)
5th row	non-veg(chicken)

Common Values

Value	Count	Frequency (%)
non-veg(chicken)	11	47.8%
non-veg(readmeat)	5	21.7%
vegeterian(cereals)	5	21.7%
vegeterian(green leafy)	1	4.3%
(Missing)	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
non-veg(chicken	11	47.8%
non-veg(readmeat	5	21.7%
vegeterian(cereals	5	21.7%
vegeterian(green	1	4.3%
leafy	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
e	68	17.9%
n	50	13.2%
c	27	7.1%
g	23	6.1%
(	22	5.8%
a	22	5.8%
)	22	5.8%
v	22	5.8%
i	17	4.5%
r	17	4.5%
Other values (12)	89	23.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	318	83.9%
Open Punctuation	22	5.8%
Close Punctuation	22	5.8%
Dash Punctuation	16	4.2%
Space Separator	1	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	68	21.4%
n	50	15.7%
c	27	8.5%
g	23	7.2%
a	22	6.9%
v	22	6.9%
i	17	5.3%
r	17	5.3%
o	16	5.0%
h	11	3.5%
Other values (8)	45	14.2%

Open Punctuation

Value	Count	Frequency (%)
(	22	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	22	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	16	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	318	83.9%
Common	61	16.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	68	21.4%
n	50	15.7%
c	27	8.5%
g	23	7.2%
a	22	6.9%
v	22	6.9%
i	17	5.3%
r	17	5.3%
o	16	5.0%
h	11	3.5%
Other values (8)	45	14.2%

Common

Value	Count	Frequency (%)
(	22	36.1%
)	22	36.1%
-	16	26.2%
	1	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	379	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	68	17.9%
n	50	13.2%
c	27	7.1%
g	23	6.1%
(	22	5.8%
a	22	5.8%
)	22	5.8%
v	22	5.8%
i	17	4.5%
r	17	4.5%
Other values (12)	89	23.5%

Allergy
Boolean

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	11.1%
Missing	5
Missing (%)	21.7%
Memory size	174.0 B

False	16
True	2
(Missing)	5

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	16	69.6%
True	2	8.7%
(Missing)	5	21.7%

Alcohol intake
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	18
1.0	5

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	18	78.3%
1.0	5	21.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	18	78.3%
1.0	5	21.7%

Most occurring characters

Value	Count	Frequency (%)
n	18	26.1%
i	18	26.1%
l	18	26.1%
1	5	7.2%
.	5	7.2%
0	5	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	54	78.3%
Decimal Number	10	14.5%
Other Punctuation	5	7.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	18	33.3%
i	18	33.3%
l	18	33.3%

Decimal Number

Value	Count	Frequency (%)
1	5	50.0%
0	5	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54	78.3%
Common	15	21.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	18	33.3%
i	18	33.3%
l	18	33.3%

Common

Value	Count	Frequency (%)
1	5	33.3%
.	5	33.3%
0	5	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	18	26.1%
i	18	26.1%
l	18	26.1%
1	5	7.2%
.	5	7.2%
0	5	7.2%

Smoking Cigars
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	18
1.0	5

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	18	78.3%
1.0	5	21.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	18	78.3%
1.0	5	21.7%

Most occurring characters

Value	Count	Frequency (%)
n	18	26.1%
i	18	26.1%
l	18	26.1%
1	5	7.2%
.	5	7.2%
0	5	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	54	78.3%
Decimal Number	10	14.5%
Other Punctuation	5	7.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	18	33.3%
i	18	33.3%
l	18	33.3%

Decimal Number

Value	Count	Frequency (%)
1	5	50.0%
0	5	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54	78.3%
Common	15	21.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	18	33.3%
i	18	33.3%
l	18	33.3%

Common

Value	Count	Frequency (%)
1	5	33.3%
.	5	33.3%
0	5	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	18	26.1%
i	18	26.1%
l	18	26.1%
1	5	7.2%
.	5	7.2%
0	5	7.2%

Addiction(Others if any)
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	16
no	5
1.0	2

Length

Max length	3
Median length	3
Mean length	2.782608696
Min length	2

Characters and Unicode

Total characters	64
Distinct characters	7
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	16	69.6%
no	5	21.7%
1.0	2	8.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	16	69.6%
no	5	21.7%
1.0	2	8.7%

Most occurring characters

Value	Count	Frequency (%)
n	21	32.8%
i	16	25.0%
l	16	25.0%
o	5	7.8%
1	2	3.1%
.	2	3.1%
0	2	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	58	90.6%
Decimal Number	4	6.2%
Other Punctuation	2	3.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	21	36.2%
i	16	27.6%
l	16	27.6%
o	5	8.6%

Decimal Number

Value	Count	Frequency (%)
1	2	50.0%
0	2	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	58	90.6%
Common	6	9.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	21	36.2%
i	16	27.6%
l	16	27.6%
o	5	8.6%

Common

Value	Count	Frequency (%)
1	2	33.3%
.	2	33.3%
0	2	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	21	32.8%
i	16	25.0%
l	16	25.0%
o	5	7.8%
1	2	3.1%
.	2	3.1%
0	2	3.1%

Preffered cooking oil
Categorical

HIGH CORRELATION

Distinct	11
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	6
coconut oil	5
mustard oil	3
rice bran oil	2
sunflower oil,mustard oil	1
Other values (6)	6

Length

Max length	49
Median length	25
Mean length	11.56521739
Min length	3

Characters and Unicode

Total characters	266
Distinct characters	23
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	30.4%

Sample

1st row	sunflower oil,mustard oil
2nd row	nil
3rd row	mustard oil
4th row	coconut oil ,olive oil and sunflower oil (rarely)
5th row	rice bran oil

Common Values

Value	Count	Frequency (%)
nil	6	26.1%
coconut oil	5	21.7%
mustard oil	3	13.0%
rice bran oil	2	8.7%
sunflower oil,mustard oil	1	4.3%
mustard oil	1	4.3%
coconut oil ,olive oil and sunflower oil (rarely)	1	4.3%
coconut oil	1	4.3%
rice bran oil	1	4.3%
refined oil	1	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
oil	19	38.0%
coconut	7	14.0%
nil	6	12.0%
mustard	4	8.0%
rice	3	6.0%
bran	3	6.0%
sunflower	2	4.0%
oil,mustard	1	2.0%
olive	1	2.0%
and	1	2.0%
Other values (3)	3	6.0%

Most occurring characters

Value	Count	Frequency (%)
o	37	13.9%
	31	11.7%
i	31	11.7%
l	30	11.3%
n	21	7.9%
c	17	6.4%
r	16	6.0%
u	15	5.6%
t	13	4.9%
a	11	4.1%
Other values (13)	44	16.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	231	86.8%
Space Separator	31	11.7%
Other Punctuation	2	0.8%
Open Punctuation	1	0.4%
Close Punctuation	1	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	37	16.0%
i	31	13.4%
l	30	13.0%
n	21	9.1%
c	17	7.4%
r	16	6.9%
u	15	6.5%
t	13	5.6%
a	11	4.8%
e	10	4.3%
Other values (9)	30	13.0%

Space Separator

Value	Count	Frequency (%)
	31	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	231	86.8%
Common	35	13.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	37	16.0%
i	31	13.4%
l	30	13.0%
n	21	9.1%
c	17	7.4%
r	16	6.9%
u	15	6.5%
t	13	5.6%
a	11	4.8%
e	10	4.3%
Other values (9)	30	13.0%

Common

Value	Count	Frequency (%)
	31	88.6%
,	2	5.7%
(	1	2.9%
)	1	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	266	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	37	13.9%
	31	11.7%
i	31	11.7%
l	30	11.3%
n	21	7.9%
c	17	6.4%
r	16	6.0%
u	15	5.6%
t	13	4.9%
a	11	4.1%
Other values (13)	44	16.5%

Salt
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

craves	15
not interested	6
prefers	2

Length

Max length	14
Median length	6
Mean length	8.173913043
Min length	6

Characters and Unicode

Total characters	188
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not interested
2nd row	craves
3rd row	craves
4th row	not interested
5th row	craves

Common Values

Value	Count	Frequency (%)
craves	15	65.2%
not interested	6	26.1%
prefers	2	8.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
craves	15	51.7%
not	6	20.7%
interested	6	20.7%
prefers	2	6.9%

Most occurring characters

Value	Count	Frequency (%)
e	37	19.7%
r	25	13.3%
s	23	12.2%
t	18	9.6%
c	15	8.0%
a	15	8.0%
v	15	8.0%
n	12	6.4%
o	6	3.2%
	6	3.2%
Other values (4)	16	8.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	182	96.8%
Space Separator	6	3.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	37	20.3%
r	25	13.7%
s	23	12.6%
t	18	9.9%
c	15	8.2%
a	15	8.2%
v	15	8.2%
n	12	6.6%
o	6	3.3%
i	6	3.3%
Other values (3)	10	5.5%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	182	96.8%
Common	6	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	37	20.3%
r	25	13.7%
s	23	12.6%
t	18	9.9%
c	15	8.2%
a	15	8.2%
v	15	8.2%
n	12	6.6%
o	6	3.3%
i	6	3.3%
Other values (3)	10	5.5%

Common

Value	Count	Frequency (%)
	6	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	188	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	37	19.7%
r	25	13.3%
s	23	12.2%
t	18	9.6%
c	15	8.0%
a	15	8.0%
v	15	8.0%
n	12	6.4%
o	6	3.2%
	6	3.2%
Other values (4)	16	8.5%

Sweet
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

craves	15
not interested	7
prefers	1

Length

Max length	14
Median length	6
Mean length	8.47826087
Min length	6

Characters and Unicode

Total characters	195
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	craves
2nd row	craves
3rd row	craves
4th row	not interested
5th row	craves

Common Values

Value	Count	Frequency (%)
craves	15	65.2%
not interested	7	30.4%
prefers	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
craves	15	50.0%
not	7	23.3%
interested	7	23.3%
prefers	1	3.3%

Most occurring characters

Value	Count	Frequency (%)
e	38	19.5%
r	24	12.3%
s	23	11.8%
t	21	10.8%
c	15	7.7%
a	15	7.7%
v	15	7.7%
n	14	7.2%
o	7	3.6%
	7	3.6%
Other values (4)	16	8.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	188	96.4%
Space Separator	7	3.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	38	20.2%
r	24	12.8%
s	23	12.2%
t	21	11.2%
c	15	8.0%
a	15	8.0%
v	15	8.0%
n	14	7.4%
o	7	3.7%
i	7	3.7%
Other values (3)	9	4.8%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	188	96.4%
Common	7	3.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	38	20.2%
r	24	12.8%
s	23	12.2%
t	21	11.2%
c	15	8.0%
a	15	8.0%
v	15	8.0%
n	14	7.4%
o	7	3.7%
i	7	3.7%
Other values (3)	9	4.8%

Common

Value	Count	Frequency (%)
	7	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	38	19.5%
r	24	12.3%
s	23	11.8%
t	21	10.8%
c	15	7.7%
a	15	7.7%
v	15	7.7%
n	14	7.2%
o	7	3.6%
	7	3.6%
Other values (4)	16	8.2%

Blood pressure
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	15
low	8

Length

Max length	6
Median length	6
Mean length	4.956521739
Min length	3

Characters and Unicode

Total characters	114
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	15	65.2%
low	8	34.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	15	65.2%
low	8	34.8%

Most occurring characters

Value	Count	Frequency (%)
o	23	20.2%
l	23	20.2%
n	15	13.2%
r	15	13.2%
m	15	13.2%
a	15	13.2%
w	8	7.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	114	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	20.2%
l	23	20.2%
n	15	13.2%
r	15	13.2%
m	15	13.2%
a	15	13.2%
w	8	7.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	114	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	20.2%
l	23	20.2%
n	15	13.2%
r	15	13.2%
m	15	13.2%
a	15	13.2%
w	8	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	20.2%
l	23	20.2%
n	15	13.2%
r	15	13.2%
m	15	13.2%
a	15	13.2%
w	8	7.0%

Hb
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	12
low	11

Length

Max length	6
Median length	6
Mean length	4.565217391
Min length	3

Characters and Unicode

Total characters	105
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	12	52.2%
low	11	47.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	12	52.2%
low	11	47.8%

Most occurring characters

Value	Count	Frequency (%)
o	23	21.9%
l	23	21.9%
n	12	11.4%
r	12	11.4%
m	12	11.4%
a	12	11.4%
w	11	10.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	105	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	21.9%
l	23	21.9%
n	12	11.4%
r	12	11.4%
m	12	11.4%
a	12	11.4%
w	11	10.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	105	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	21.9%
l	23	21.9%
n	12	11.4%
r	12	11.4%
m	12	11.4%
a	12	11.4%
w	11	10.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	105	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	21.9%
l	23	21.9%
n	12	11.4%
r	12	11.4%
m	12	11.4%
a	12	11.4%
w	11	10.5%

ESR
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	13
low	9
high	1

Length

Max length	6
Median length	6
Mean length	4.739130435
Min length	3

Characters and Unicode

Total characters	109
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	13	56.5%
low	9	39.1%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	13	56.5%
low	9	39.1%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	109	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	109	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Fasting blood sugar
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	15
low	7
high	1

Length

Max length	6
Median length	6
Mean length	5
Min length	3

Characters and Unicode

Total characters	115
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	15	65.2%
low	7	30.4%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	15	65.2%
low	7	30.4%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	115	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

HbA1C
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	14
low	8
high	1

Length

Max length	6
Median length	6
Mean length	4.869565217
Min length	3

Characters and Unicode

Total characters	112
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	14	60.9%
low	8	34.8%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	14	60.9%
low	8	34.8%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Total Cholesterol
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	15
low	7
high	1

Length

Max length	6
Median length	6
Mean length	5
Min length	3

Characters and Unicode

Total characters	115
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	15	65.2%
low	7	30.4%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	15	65.2%
low	7	30.4%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	115	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	19.1%
l	22	19.1%
n	15	13.0%
r	15	13.0%
m	15	13.0%
a	15	13.0%
w	7	6.1%
h	2	1.7%
i	1	0.9%
g	1	0.9%

HDL
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	13
low	10

Length

Max length	6
Median length	6
Mean length	4.695652174
Min length	3

Characters and Unicode

Total characters	108
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	13	56.5%
low	10	43.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	13	56.5%
low	10	43.5%

Most occurring characters

Value	Count	Frequency (%)
o	23	21.3%
l	23	21.3%
n	13	12.0%
r	13	12.0%
m	13	12.0%
a	13	12.0%
w	10	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	108	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	21.3%
l	23	21.3%
n	13	12.0%
r	13	12.0%
m	13	12.0%
a	13	12.0%
w	10	9.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	21.3%
l	23	21.3%
n	13	12.0%
r	13	12.0%
m	13	12.0%
a	13	12.0%
w	10	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	21.3%
l	23	21.3%
n	13	12.0%
r	13	12.0%
m	13	12.0%
a	13	12.0%
w	10	9.3%

LDL
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	13
low	8
high	2

Length

Max length	6
Median length	6
Mean length	4.782608696
Min length	3

Characters and Unicode

Total characters	110
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	13	56.5%
low	8	34.8%
high	2	8.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	13	56.5%
low	8	34.8%
high	2	8.7%

Most occurring characters

Value	Count	Frequency (%)
o	21	19.1%
l	21	19.1%
n	13	11.8%
r	13	11.8%
m	13	11.8%
a	13	11.8%
w	8	7.3%
h	4	3.6%
i	2	1.8%
g	2	1.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	110	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	21	19.1%
l	21	19.1%
n	13	11.8%
r	13	11.8%
m	13	11.8%
a	13	11.8%
w	8	7.3%
h	4	3.6%
i	2	1.8%
g	2	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	110	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	21	19.1%
l	21	19.1%
n	13	11.8%
r	13	11.8%
m	13	11.8%
a	13	11.8%
w	8	7.3%
h	4	3.6%
i	2	1.8%
g	2	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	21	19.1%
l	21	19.1%
n	13	11.8%
r	13	11.8%
m	13	11.8%
a	13	11.8%
w	8	7.3%
h	4	3.6%
i	2	1.8%
g	2	1.8%

Triglyceride
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	13
low	9
high	1

Length

Max length	6
Median length	6
Mean length	4.739130435
Min length	3

Characters and Unicode

Total characters	109
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	13	56.5%
low	9	39.1%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	13	56.5%
low	9	39.1%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	109	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	109	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

TSH
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	14
low	8
high	1

Length

Max length	6
Median length	6
Mean length	4.869565217
Min length	3

Characters and Unicode

Total characters	112
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	14	60.9%
low	8	34.8%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	14	60.9%
low	8	34.8%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	19.6%
l	22	19.6%
n	14	12.5%
r	14	12.5%
m	14	12.5%
a	14	12.5%
w	8	7.1%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Uric Acid
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	14
low	9

Length

Max length	6
Median length	6
Mean length	4.826086957
Min length	3

Characters and Unicode

Total characters	111
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Most occurring characters

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	111	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Urea
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	14
low	9

Length

Max length	6
Median length	6
Mean length	4.826086957
Min length	3

Characters and Unicode

Total characters	111
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Most occurring characters

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	111	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Creatinine
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	14
low	9

Length

Max length	6
Median length	6
Mean length	4.826086957
Min length	3

Characters and Unicode

Total characters	111
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Most occurring characters

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	111	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

SGOT
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	14
low	9

Length

Max length	6
Median length	6
Mean length	4.826086957
Min length	3

Characters and Unicode

Total characters	111
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	normal
2nd row	low
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	14	60.9%
low	9	39.1%

Most occurring characters

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	111	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	23	20.7%
l	23	20.7%
n	14	12.6%
r	14	12.6%
m	14	12.6%
a	14	12.6%
w	9	8.1%

SGPT
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

normal	13
low	9
high	1

Length

Max length	6
Median length	6
Mean length	4.739130435
Min length	3

Characters and Unicode

Total characters	109
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	high
3rd row	low
4th row	low
5th row	low

Common Values

Value	Count	Frequency (%)
normal	13	56.5%
low	9	39.1%
high	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	13	56.5%
low	9	39.1%
high	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	109	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	109	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	22	20.2%
l	22	20.2%
n	13	11.9%
r	13	11.9%
m	13	11.9%
a	13	11.9%
w	9	8.3%
h	2	1.8%
i	1	0.9%
g	1	0.9%

Prescritpion
Boolean

CONSTANT
HIGH CORRELATION
MISSING
REJECTED

Distinct	1
Distinct (%)	10.0%
Missing	13
Missing (%)	56.5%
Memory size	174.0 B

False	10
(Missing)	13

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	10	43.5%
(Missing)	13	56.5%

Lab-Report
Boolean

CONSTANT
HIGH CORRELATION
MISSING
REJECTED

Distinct	1
Distinct (%)	10.0%
Missing	13
Missing (%)	56.5%
Memory size	174.0 B

False	10
(Missing)	13

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	10	43.5%
(Missing)	13	56.5%

X-ray
Boolean

CONSTANT
HIGH CORRELATION
MISSING
REJECTED

Distinct	1
Distinct (%)	10.0%
Missing	13
Missing (%)	56.5%
Memory size	174.0 B

False	10
(Missing)	13

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	10	43.5%
(Missing)	13	56.5%

Skin allergies
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	17
False	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	17	73.9%
False	6	26.1%

1.On a scale of 1-5, how much do you feel irritable if there is a delay in food or if a meal is missed?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

5.0	15
1.0	8

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	5.0
3rd row	1.0
4th row	1.0
5th row	5.0

Common Values

Value	Count	Frequency (%)
5.0	15	65.2%
1.0	8	34.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
5.0	15	65.2%
1.0	8	34.8%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
5	15	21.7%
1	8	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
5	15	32.6%
1	8	17.4%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
5	15	21.7%
1	8	11.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
5	15	21.7%
1	8	11.6%

2. On a scale of 1-5, how much fatigue do you feel after having your meals?
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

1.0	23

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	23	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	23	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	23	33.3%
.	23	33.3%
0	23	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23	50.0%
0	23	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23	33.3%
.	23	33.3%
0	23	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23	33.3%
.	23	33.3%
0	23	33.3%

3. On a scale of 1-5 how will you rate your thirst on a normal day?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

1.0	16
5.0	7

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	5.0
4th row	1.0
5th row	5.0

Common Values

Value	Count	Frequency (%)
1.0	16	69.6%
5.0	7	30.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	16	69.6%
5.0	7	30.4%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	16	23.2%
5	7	10.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
1	16	34.8%
5	7	15.2%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	16	23.2%
5	7	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	16	23.2%
5	7	10.1%

4. On a scale of 1-5 how will you rate your appetite on a normal day?
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

3.0	9
1.0	8
5.0	4
2.0	1
4.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	8.7%

Sample

1st row	3.0
2nd row	1.0
3rd row	5.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
3.0	9	39.1%
1.0	8	34.8%
5.0	4	17.4%
2.0	1	4.3%
4.0	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
3.0	9	39.1%
1.0	8	34.8%
5.0	4	17.4%
2.0	1	4.3%
4.0	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
3	9	13.0%
1	8	11.6%
5	4	5.8%
2	1	1.4%
4	1	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
3	9	19.6%
1	8	17.4%
5	4	8.7%
2	1	2.2%
4	1	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
3	9	13.0%
1	8	11.6%
5	4	5.8%
2	1	1.4%
4	1	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
3	9	13.0%
1	8	11.6%
5	4	5.8%
2	1	1.4%
4	1	1.4%

5. On a scale of 1-5 how much do you feel sluggish or less energetic(physically) these days?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

1.0	17
5.0	6

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	5.0
4th row	1.0
5th row	5.0

Common Values

Value	Count	Frequency (%)
1.0	17	73.9%
5.0	6	26.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	17	73.9%
5.0	6	26.1%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	17	24.6%
5	6	8.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
1	17	37.0%
5	6	13.0%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	17	24.6%
5	6	8.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	17	24.6%
5	6	8.7%

6. On a scale of 1-5, how often do you feel mentally sluggish these days?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

1.0	19
5.0	4

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	5.0

Common Values

Value	Count	Frequency (%)
1.0	19	82.6%
5.0	4	17.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	19	82.6%
5.0	4	17.4%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	19	27.5%
5	4	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
1	19	41.3%
5	4	8.7%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	19	27.5%
5	4	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	19	27.5%
5	4	5.8%

7. On a scale of 1-5, how much do you feel difficulty in focussing or difficulty in concentrating?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

1.0	14
5.0	9

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5.0
2nd row	1.0
3rd row	5.0
4th row	1.0
5th row	5.0

Common Values

Value	Count	Frequency (%)
1.0	14	60.9%
5.0	9	39.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	14	60.9%
5.0	9	39.1%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	14	20.3%
5	9	13.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
1	14	30.4%
5	9	19.6%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	14	20.3%
5	9	13.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	14	20.3%
5	9	13.0%

8. On a scale of 1-5, how much do you feel sleepy during the day?
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

1.0	18
2.0	2
5.0	2
3.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	18	78.3%
2.0	2	8.7%
5.0	2	8.7%
3.0	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	18	78.3%
2.0	2	8.7%
5.0	2	8.7%
3.0	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	18	26.1%
2	2	2.9%
5	2	2.9%
3	1	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23	50.0%
1	18	39.1%
2	2	4.3%
5	2	4.3%
3	1	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	18	26.1%
2	2	2.9%
5	2	2.9%
3	1	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	23	33.3%
0	23	33.3%
1	18	26.1%
2	2	2.9%
5	2	2.9%
3	1	1.4%

1. On an average how many cups of tea/coffee do you have per day?
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

0.0	23

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	69
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	23	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	23	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	46	66.7%
.	23	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46	66.7%
Other Punctuation	23	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	46	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	46	66.7%
.	23	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	46	66.7%
.	23	33.3%

2. How often do you skip your meals?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

not at all	19
frequently	4

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	230
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not at all
2nd row	not at all
3rd row	frequently
4th row	frequently
5th row	not at all

Common Values

Value	Count	Frequency (%)
not at all	19	82.6%
frequently	4	17.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
not	19	31.1%
at	19	31.1%
all	19	31.1%
frequently	4	6.6%

Most occurring characters

Value	Count	Frequency (%)
t	42	18.3%
l	42	18.3%
	38	16.5%
a	38	16.5%
n	23	10.0%
o	19	8.3%
e	8	3.5%
f	4	1.7%
r	4	1.7%
q	4	1.7%
Other values (2)	8	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	192	83.5%
Space Separator	38	16.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	42	21.9%
l	42	21.9%
a	38	19.8%
n	23	12.0%
o	19	9.9%
e	8	4.2%
f	4	2.1%
r	4	2.1%
q	4	2.1%
u	4	2.1%

Space Separator

Value	Count	Frequency (%)
	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	192	83.5%
Common	38	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	42	21.9%
l	42	21.9%
a	38	19.8%
n	23	12.0%
o	19	9.9%
e	8	4.2%
f	4	2.1%
r	4	2.1%
q	4	2.1%
u	4	2.1%

Common

Value	Count	Frequency (%)
	38	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	42	18.3%
l	42	18.3%
	38	16.5%
a	38	16.5%
n	23	10.0%
o	19	8.3%
e	8	3.5%
f	4	1.7%
r	4	1.7%
q	4	1.7%
Other values (2)	8	3.5%

3. How often do you feel sleeplessness at night
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

not at all	18
frequently	5

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	230
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not at all
2nd row	not at all
3rd row	not at all
4th row	frequently
5th row	frequently

Common Values

Value	Count	Frequency (%)
not at all	18	78.3%
frequently	5	21.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
not	18	30.5%
at	18	30.5%
all	18	30.5%
frequently	5	8.5%

Most occurring characters

Value	Count	Frequency (%)
t	41	17.8%
l	41	17.8%
	36	15.7%
a	36	15.7%
n	23	10.0%
o	18	7.8%
e	10	4.3%
f	5	2.2%
r	5	2.2%
q	5	2.2%
Other values (2)	10	4.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	194	84.3%
Space Separator	36	15.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	41	21.1%
l	41	21.1%
a	36	18.6%
n	23	11.9%
o	18	9.3%
e	10	5.2%
f	5	2.6%
r	5	2.6%
q	5	2.6%
u	5	2.6%

Space Separator

Value	Count	Frequency (%)
	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	194	84.3%
Common	36	15.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	41	21.1%
l	41	21.1%
a	36	18.6%
n	23	11.9%
o	18	9.3%
e	10	5.2%
f	5	2.6%
r	5	2.6%
q	5	2.6%
u	5	2.6%

Common

Value	Count	Frequency (%)
	36	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	41	17.8%
l	41	17.8%
	36	15.7%
a	36	15.7%
n	23	10.0%
o	18	7.8%
e	10	4.3%
f	5	2.2%
r	5	2.2%
q	5	2.2%
Other values (2)	10	4.3%

4. How much time do you sleep in a day
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	21.1%
Missing	4
Missing (%)	17.4%
Memory size	312.0 B

c. 6-8 hours	9
d. more than 8 hours	5
a. less than 5 hours	3
b. 5 -6 hours	2

Length

Max length	20
Median length	13
Mean length	15.47368421
Min length	12

Characters and Unicode

Total characters	294
Distinct characters	20
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	d. more than 8 hours
2nd row	d. more than 8 hours
3rd row	c. 6-8 hours
4th row	a. less than 5 hours
5th row	a. less than 5 hours

Common Values

Value	Count	Frequency (%)
c. 6-8 hours	9	39.1%
d. more than 8 hours	5	21.7%
a. less than 5 hours	3	13.0%
b. 5 -6 hours	2	8.7%
(Missing)	4	17.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
hours	19	25.3%
c	9	12.0%
6-8	9	12.0%
than	8	10.7%
d	5	6.7%
more	5	6.7%
8	5	6.7%
5	5	6.7%
a	3	4.0%
less	3	4.0%
Other values (2)	4	5.3%

Most occurring characters

Value	Count	Frequency (%)
	56	19.0%
h	27	9.2%
s	25	8.5%
o	24	8.2%
r	24	8.2%
u	19	6.5%
.	19	6.5%
8	14	4.8%
a	11	3.7%
6	11	3.7%
Other values (10)	64	21.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	178	60.5%
Space Separator	56	19.0%
Decimal Number	30	10.2%
Other Punctuation	19	6.5%
Dash Punctuation	11	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
h	27	15.2%
s	25	14.0%
o	24	13.5%
r	24	13.5%
u	19	10.7%
a	11	6.2%
c	9	5.1%
e	8	4.5%
t	8	4.5%
n	8	4.5%
Other values (4)	15	8.4%

Decimal Number

Value	Count	Frequency (%)
8	14	46.7%
6	11	36.7%
5	5	16.7%

Space Separator

Value	Count	Frequency (%)
	56	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	19	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	178	60.5%
Common	116	39.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
h	27	15.2%
s	25	14.0%
o	24	13.5%
r	24	13.5%
u	19	10.7%
a	11	6.2%
c	9	5.1%
e	8	4.5%
t	8	4.5%
n	8	4.5%
Other values (4)	15	8.4%

Common

Value	Count	Frequency (%)
	56	48.3%
.	19	16.4%
8	14	12.1%
6	11	9.5%
-	11	9.5%
5	5	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	294	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	56	19.0%
h	27	9.2%
s	25	8.5%
o	24	8.2%
r	24	8.2%
u	19	6.5%
.	19	6.5%
8	14	4.8%
a	11	3.7%
6	11	3.7%
Other values (10)	64	21.8%

5. How often do you take fried foods/junk foods?
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

frequently	11
not at all	10
all days of the week	2

Length

Max length	20
Median length	10
Mean length	10.86956522
Min length	10

Characters and Unicode

Total characters	250
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not at all
2nd row	frequently
3rd row	frequently
4th row	frequently
5th row	not at all

Common Values

Value	Count	Frequency (%)
frequently	11	47.8%
not at all	10	43.5%
all days of the week	2	8.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
all	12	23.5%
frequently	11	21.6%
not	10	19.6%
at	10	19.6%
days	2	3.9%
of	2	3.9%
the	2	3.9%
week	2	3.9%

Most occurring characters

Value	Count	Frequency (%)
l	35	14.0%
t	33	13.2%
e	28	11.2%
	28	11.2%
a	24	9.6%
n	21	8.4%
f	13	5.2%
y	13	5.2%
o	12	4.8%
r	11	4.4%
Other values (7)	32	12.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	222	88.8%
Space Separator	28	11.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	35	15.8%
t	33	14.9%
e	28	12.6%
a	24	10.8%
n	21	9.5%
f	13	5.9%
y	13	5.9%
o	12	5.4%
r	11	5.0%
u	11	5.0%
Other values (6)	21	9.5%

Space Separator

Value	Count	Frequency (%)
	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	222	88.8%
Common	28	11.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	35	15.8%
t	33	14.9%
e	28	12.6%
a	24	10.8%
n	21	9.5%
f	13	5.9%
y	13	5.9%
o	12	5.4%
r	11	5.0%
u	11	5.0%
Other values (6)	21	9.5%

Common

Value	Count	Frequency (%)
	28	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	250	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	35	14.0%
t	33	13.2%
e	28	11.2%
	28	11.2%
a	24	9.6%
n	21	8.4%
f	13	5.2%
y	13	5.2%
o	12	4.8%
r	11	4.4%
Other values (7)	32	12.8%

6. How often do you experience mood swings?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

not at all	17
frequently	6

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	230
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not at all
2nd row	not at all
3rd row	not at all
4th row	not at all
5th row	frequently

Common Values

Value	Count	Frequency (%)
not at all	17	73.9%
frequently	6	26.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
not	17	29.8%
at	17	29.8%
all	17	29.8%
frequently	6	10.5%

Most occurring characters

Value	Count	Frequency (%)
t	40	17.4%
l	40	17.4%
	34	14.8%
a	34	14.8%
n	23	10.0%
o	17	7.4%
e	12	5.2%
f	6	2.6%
r	6	2.6%
q	6	2.6%
Other values (2)	12	5.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	196	85.2%
Space Separator	34	14.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	40	20.4%
l	40	20.4%
a	34	17.3%
n	23	11.7%
o	17	8.7%
e	12	6.1%
f	6	3.1%
r	6	3.1%
q	6	3.1%
u	6	3.1%

Space Separator

Value	Count	Frequency (%)
	34	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	196	85.2%
Common	34	14.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	40	20.4%
l	40	20.4%
a	34	17.3%
n	23	11.7%
o	17	8.7%
e	12	6.1%
f	6	3.1%
r	6	3.1%
q	6	3.1%
u	6	3.1%

Common

Value	Count	Frequency (%)
	34	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	40	17.4%
l	40	17.4%
	34	14.8%
a	34	14.8%
n	23	10.0%
o	17	7.4%
e	12	5.2%
f	6	2.6%
r	6	2.6%
q	6	2.6%
Other values (2)	12	5.2%

7. How often do you feel agitated or easily upset or nervous?
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

frequently	16
not at all	6
all days of the week	1

Length

Max length	20
Median length	10
Mean length	10.43478261
Min length	10

Characters and Unicode

Total characters	240
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	not at all
2nd row	not at all
3rd row	frequently
4th row	not at all
5th row	frequently

Common Values

Value	Count	Frequency (%)
frequently	16	69.6%
not at all	6	26.1%
all days of the week	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
frequently	16	41.0%
all	7	17.9%
not	6	15.4%
at	6	15.4%
days	1	2.6%
of	1	2.6%
the	1	2.6%
week	1	2.6%

Most occurring characters

Value	Count	Frequency (%)
e	35	14.6%
l	30	12.5%
t	29	12.1%
n	22	9.2%
f	17	7.1%
y	17	7.1%
u	16	6.7%
q	16	6.7%
r	16	6.7%
	16	6.7%
Other values (7)	26	10.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	224	93.3%
Space Separator	16	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	35	15.6%
l	30	13.4%
t	29	12.9%
n	22	9.8%
f	17	7.6%
y	17	7.6%
u	16	7.1%
q	16	7.1%
r	16	7.1%
a	14	6.2%
Other values (6)	12	5.4%

Space Separator

Value	Count	Frequency (%)
	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	224	93.3%
Common	16	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	35	15.6%
l	30	13.4%
t	29	12.9%
n	22	9.8%
f	17	7.6%
y	17	7.6%
u	16	7.1%
q	16	7.1%
r	16	7.1%
a	14	6.2%
Other values (6)	12	5.4%

Common

Value	Count	Frequency (%)
	16	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	35	14.6%
l	30	12.5%
t	29	12.1%
n	22	9.2%
f	17	7.1%
y	17	7.1%
u	16	6.7%
q	16	6.7%
r	16	6.7%
	16	6.7%
Other values (7)	26	10.8%

7. How will you describe your ‘sex drive’ (Age limited)
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	20.0%
Missing	8
Missing (%)	34.8%
Memory size	312.0 B

i feel i have normal sex drive	13
i have increased sex drive	1
no sex drive these days	1

Length

Max length	30
Median length	30
Mean length	29.26666667
Min length	23

Characters and Unicode

Total characters	439
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	13.3%

Sample

1st row	i feel i have normal sex drive
2nd row	i feel i have normal sex drive
3rd row	i feel i have normal sex drive
4th row	i feel i have normal sex drive
5th row	i feel i have normal sex drive

Common Values

Value	Count	Frequency (%)
i feel i have normal sex drive	13	56.5%
i have increased sex drive	1	4.3%
no sex drive these days	1	4.3%
(Missing)	8	34.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
i	27	26.7%
sex	15	14.9%
drive	15	14.9%
have	14	13.9%
feel	13	12.9%
normal	13	12.9%
increased	1	1.0%
no	1	1.0%
these	1	1.0%
days	1	1.0%

Most occurring characters

Value	Count	Frequency (%)
	86	19.6%
e	74	16.9%
i	43	9.8%
a	29	6.6%
v	29	6.6%
r	29	6.6%
l	26	5.9%
s	18	4.1%
d	17	3.9%
h	15	3.4%
Other values (8)	73	16.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	353	80.4%
Space Separator	86	19.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	74	21.0%
i	43	12.2%
a	29	8.2%
v	29	8.2%
r	29	8.2%
l	26	7.4%
s	18	5.1%
d	17	4.8%
h	15	4.2%
n	15	4.2%
Other values (7)	58	16.4%

Space Separator

Value	Count	Frequency (%)
	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	353	80.4%
Common	86	19.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	74	21.0%
i	43	12.2%
a	29	8.2%
v	29	8.2%
r	29	8.2%
l	26	7.4%
s	18	5.1%
d	17	4.8%
h	15	4.2%
n	15	4.2%
Other values (7)	58	16.4%

Common

Value	Count	Frequency (%)
	86	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	439	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	86	19.6%
e	74	16.9%
i	43	9.8%
a	29	6.6%
v	29	6.6%
r	29	6.6%
l	26	5.9%
s	18	4.1%
d	17	3.9%
h	15	3.4%
Other values (8)	73	16.6%

8. How often do you exercise?
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

not at all	13
2-3 hours a week	5
more than 5 hours a week	3
once in a while	2

Length

Max length	24
Median length	10
Mean length	13.56521739
Min length	10

Characters and Unicode

Total characters	312
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not at all
2nd row	more than 5 hours a week
3rd row	not at all
4th row	not at all
5th row	not at all

Common Values

Value	Count	Frequency (%)
not at all	13	56.5%
2-3 hours a week	5	21.7%
more than 5 hours a week	3	13.0%
once in a while	2	8.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
not	13	15.3%
at	13	15.3%
all	13	15.3%
a	10	11.8%
hours	8	9.4%
week	8	9.4%
2-3	5	5.9%
more	3	3.5%
than	3	3.5%
5	3	3.5%
Other values (3)	6	7.1%

Most occurring characters

Value	Count	Frequency (%)
	62	19.9%
a	39	12.5%
t	29	9.3%
l	28	9.0%
o	26	8.3%
e	23	7.4%
n	20	6.4%
h	13	4.2%
r	11	3.5%
w	10	3.2%
Other values (10)	51	16.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	232	74.4%
Space Separator	62	19.9%
Decimal Number	13	4.2%
Dash Punctuation	5	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	39	16.8%
t	29	12.5%
l	28	12.1%
o	26	11.2%
e	23	9.9%
n	20	8.6%
h	13	5.6%
r	11	4.7%
w	10	4.3%
s	8	3.4%
Other values (5)	25	10.8%

Decimal Number

Value	Count	Frequency (%)
3	5	38.5%
2	5	38.5%
5	3	23.1%

Space Separator

Value	Count	Frequency (%)
	62	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	232	74.4%
Common	80	25.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	39	16.8%
t	29	12.5%
l	28	12.1%
o	26	11.2%
e	23	9.9%
n	20	8.6%
h	13	5.6%
r	11	4.7%
w	10	4.3%
s	8	3.4%
Other values (5)	25	10.8%

Common

Value	Count	Frequency (%)
	62	77.5%
3	5	6.2%
-	5	6.2%
2	5	6.2%
5	3	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	312	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	62	19.9%
a	39	12.5%
t	29	9.3%
l	28	9.0%
o	26	8.3%
e	23	7.4%
n	20	6.4%
h	13	4.2%
r	11	3.5%
w	10	3.2%
Other values (10)	51	16.3%

9. How will you describe your skin type?
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	21.1%
Missing	4
Missing (%)	17.4%
Memory size	312.0 B

normal	12
dry	5
combination of dry and oily	1
oily	1

Length

Max length	27
Median length	6
Mean length	6.210526316
Min length	3

Characters and Unicode

Total characters	118
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	10.5%

Sample

1st row	normal
2nd row	normal
3rd row	dry
4th row	normal
5th row	normal

Common Values

Value	Count	Frequency (%)
normal	12	52.2%
dry	5	21.7%
combination of dry and oily	1	4.3%
oily	1	4.3%
(Missing)	4	17.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
normal	12	52.2%
dry	6	26.1%
oily	2	8.7%
combination	1	4.3%
of	1	4.3%
and	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
r	18	15.3%
o	17	14.4%
n	15	12.7%
a	14	11.9%
l	14	11.9%
m	13	11.0%
y	8	6.8%
d	7	5.9%
i	4	3.4%
	4	3.4%
Other values (4)	4	3.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	114	96.6%
Space Separator	4	3.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	18	15.8%
o	17	14.9%
n	15	13.2%
a	14	12.3%
l	14	12.3%
m	13	11.4%
y	8	7.0%
d	7	6.1%
i	4	3.5%
c	1	0.9%
Other values (3)	3	2.6%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	114	96.6%
Common	4	3.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	18	15.8%
o	17	14.9%
n	15	13.2%
a	14	12.3%
l	14	12.3%
m	13	11.4%
y	8	7.0%
d	7	6.1%
i	4	3.5%
c	1	0.9%
Other values (3)	3	2.6%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	18	15.3%
o	17	14.4%
n	15	12.7%
a	14	11.9%
l	14	11.9%
m	13	11.0%
y	8	6.8%
d	7	5.9%
i	4	3.4%
	4	3.4%
Other values (4)	4	3.4%

1. Do you feel trembling or palpitation, recurrently? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	22
True	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	22	95.7%
True	1	4.3%

2. Do you have any variation in blood pressure? High BP/Low BP- (if the client has answered the qn no 21 in ‘Profile’, this question can be made hidden.)
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	23	100.0%

3. Is your waist circumference equal or larger than hip circumference? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	17
True	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	17	73.9%
True	6	26.1%

4. Are you prone to fat deposition in the abdominal area? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	16
True	7

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	16	69.6%
True	7	30.4%

5. Are you under a high amount of stress? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	20
True	3

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	20	87.0%
True	3	13.0%

6. Do you experience any changes in your body weight, when you are under stress for a certain period? Yes/No → Weight Gain/Weight Los
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	19
True	4

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	19	82.6%
True	4	17.4%

7. Are you gaining weight even with a low calorie diet? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	18
True	5

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	18	78.3%
True	5	21.7%

8. Do you have difficulty in bowel movements/constipation? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	17
True	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	17	73.9%
True	6	26.1%

9. Do you have excessive hair fall, these days? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	17
True	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	17	73.9%
True	6	26.1%

10. Do you sweat too much while sleeping ? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	17
True	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	17	73.9%
True	6	26.1%

11. Do you have difficulty in gaining/losing weight ? Yes/No; If yes→ for gaining/losing
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	16
True	7

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	16	69.6%
True	7	30.4%

12. Do you have difficulty in digesting fruits and vegetables; undigested food found in stools? Yes/No
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	23	100.0%

13. Do you have excessive burping/ belching/ bloating? Yes/No
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	23	100.0%

14. Do you have difficulty in learning new things ? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	16
True	7

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	16	69.6%
True	7	30.4%

15. Do you sweat/perspire excessively, with little or no activity? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	18
True	5

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	18	78.3%
True	5	21.7%

16. Do you experience tremor/shaking while your legs or hands are at rest ? Yes/No
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	23	100.0%

17. Do you feel any giddiness on standing for a long time? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	21
True	2

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	21	91.3%
True	2	8.7%

18. Do you feel your memory is poor or are you forgetful? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	19
True	4

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	19	82.6%
True	4	17.4%

19. Do you feel difficulty in spelling correctly, familiar words? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	18
True	5

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	18	78.3%
True	5	21.7%

20. Has there any change in vision (eye sight) recently ? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	21
True	2

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	21	91.3%
True	2	8.7%

21. Is there any difficulty in making decisions or co-ordinating ?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	12
False	11

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	12	52.2%
False	11	47.8%

22. Do you feel depressed or lack motivation?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	18
True	5

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	18	78.3%
True	5	21.7%

23. Are you more emotional now-a days, than in the past?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	19
True	4

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	19	82.6%
True	4	17.4%

24. Does your frequency of urination increased these days?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	21
True	2

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	21	91.3%
True	2	8.7%

1. Do you feel any urgency in urination, these days? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	22
False	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	22	95.7%
False	1	4.3%

2. Do you feel any decrease in fullness of erections? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	22
False	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	22	95.7%
False	1	4.3%

3. Do you have any difficulty in maintaining morning erections? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	22
False	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	22	95.7%
False	1	4.3%

4. Do you feel any decrease in physical stamina? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	22
False	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	22	95.7%
False	1	4.3%

5. Do you have recurrent premature ejaculations?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	22
False	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	22	95.7%
False	1	4.3%

6. Do you have any increase in fat distribution around the chest and hips? Yes/No
Boolean

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	100.0%
Missing	22
Missing (%)	95.7%
Memory size	174.0 B

False	1
(Missing)	22

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	1	4.3%
(Missing)	22	95.7%

A. Age of Menarche
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	18
13.0	3
11.0	1
a. age of menarche	1

Length

Max length	18
Median length	3
Mean length	3.826086957
Min length	3

Characters and Unicode

Total characters	88
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	8.7%

Sample

1st row	13.0
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	18	78.3%
13.0	3	13.0%
11.0	1	4.3%
a. age of menarche	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	18	69.2%
13.0	3	11.5%
11.0	1	3.8%
a	1	3.8%
age	1	3.8%
of	1	3.8%
menarche	1	3.8%

Most occurring characters

Value	Count	Frequency (%)
n	19	21.6%
i	18	20.5%
l	18	20.5%
1	5	5.7%
.	5	5.7%
0	4	4.5%
e	3	3.4%
	3	3.4%
a	3	3.4%
3	3	3.4%
Other values (7)	7	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	68	77.3%
Decimal Number	12	13.6%
Other Punctuation	5	5.7%
Space Separator	3	3.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	19	27.9%
i	18	26.5%
l	18	26.5%
e	3	4.4%
a	3	4.4%
g	1	1.5%
o	1	1.5%
f	1	1.5%
m	1	1.5%
r	1	1.5%
Other values (2)	2	2.9%

Decimal Number

Value	Count	Frequency (%)
1	5	41.7%
0	4	33.3%
3	3	25.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	68	77.3%
Common	20	22.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	19	27.9%
i	18	26.5%
l	18	26.5%
e	3	4.4%
a	3	4.4%
g	1	1.5%
o	1	1.5%
f	1	1.5%
m	1	1.5%
r	1	1.5%
Other values (2)	2	2.9%

Common

Value	Count	Frequency (%)
1	5	25.0%
.	5	25.0%
0	4	20.0%
	3	15.0%
3	3	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	19	21.6%
i	18	20.5%
l	18	20.5%
1	5	5.7%
.	5	5.7%
0	4	4.5%
e	3	3.4%
	3	3.4%
a	3	3.4%
3	3	3.4%
Other values (7)	7	8.0%

B. Cycle length
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	15
normal	6
less than 24 days	1
b. cycle length	1

Length

Max length	17
Median length	3
Mean length	4.913043478
Min length	3

Characters and Unicode

Total characters	113
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	8.7%

Sample

1st row	normal
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	15	65.2%
normal	6	26.1%
less than 24 days	1	4.3%
b. cycle length	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	15	53.6%
normal	6	21.4%
less	1	3.6%
than	1	3.6%
24	1	3.6%
days	1	3.6%
b	1	3.6%
cycle	1	3.6%
length	1	3.6%

Most occurring characters

Value	Count	Frequency (%)
l	24	21.2%
n	23	20.4%
i	15	13.3%
a	8	7.1%
o	6	5.3%
r	6	5.3%
m	6	5.3%
	5	4.4%
e	3	2.7%
s	3	2.7%
Other values (10)	14	12.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	105	92.9%
Space Separator	5	4.4%
Decimal Number	2	1.8%
Other Punctuation	1	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	24	22.9%
n	23	21.9%
i	15	14.3%
a	8	7.6%
o	6	5.7%
r	6	5.7%
m	6	5.7%
e	3	2.9%
s	3	2.9%
y	2	1.9%
Other values (6)	9	8.6%

Decimal Number

Value	Count	Frequency (%)
4	1	50.0%
2	1	50.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	105	92.9%
Common	8	7.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	24	22.9%
n	23	21.9%
i	15	14.3%
a	8	7.6%
o	6	5.7%
r	6	5.7%
m	6	5.7%
e	3	2.9%
s	3	2.9%
y	2	1.9%
Other values (6)	9	8.6%

Common

Value	Count	Frequency (%)
	5	62.5%
4	1	12.5%
2	1	12.5%
.	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	24	21.2%
n	23	20.4%
i	15	13.3%
a	8	7.1%
o	6	5.3%
r	6	5.3%
m	6	5.3%
	5	4.4%
e	3	2.7%
s	3	2.7%
Other values (10)	14	12.4%

C. Regularity
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

regular	22
irregular	1

Length

Max length	9
Median length	7
Mean length	7.086956522
Min length	7

Characters and Unicode

Total characters	163
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	regular
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	22	95.7%
irregular	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
regular	22	95.7%
irregular	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
r	47	28.8%
e	23	14.1%
g	23	14.1%
u	23	14.1%
l	23	14.1%
a	23	14.1%
i	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	163	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	47	28.8%
e	23	14.1%
g	23	14.1%
u	23	14.1%
l	23	14.1%
a	23	14.1%
i	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	163	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	47	28.8%
e	23	14.1%
g	23	14.1%
u	23	14.1%
l	23	14.1%
a	23	14.1%
i	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	163	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	47	28.8%
e	23	14.1%
g	23	14.1%
u	23	14.1%
l	23	14.1%
a	23	14.1%
i	1	0.6%

D. Days of flow
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	18
4.0	3
d. days of flow	1
2022-07-05 00:00:00	1

Length

Max length	19
Median length	3
Mean length	4.217391304
Min length	3

Characters and Unicode

Total characters	97
Distinct characters	19
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	8.7%

Sample

1st row	4.0
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	18	78.3%
4.0	3	13.0%
d. days of flow	1	4.3%
2022-07-05 00:00:00	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	18	66.7%
4.0	3	11.1%
d	1	3.7%
days	1	3.7%
of	1	3.7%
flow	1	3.7%
2022-07-05	1	3.7%
00:00:00	1	3.7%

Most occurring characters

Value	Count	Frequency (%)
l	19	19.6%
n	18	18.6%
i	18	18.6%
0	12	12.4%
.	4	4.1%
	4	4.1%
4	3	3.1%
2	3	3.1%
o	2	2.1%
-	2	2.1%
Other values (9)	12	12.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	65	67.0%
Decimal Number	20	20.6%
Other Punctuation	6	6.2%
Space Separator	4	4.1%
Dash Punctuation	2	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	19	29.2%
n	18	27.7%
i	18	27.7%
o	2	3.1%
f	2	3.1%
d	2	3.1%
s	1	1.5%
w	1	1.5%
a	1	1.5%
y	1	1.5%

Decimal Number

Value	Count	Frequency (%)
0	12	60.0%
4	3	15.0%
2	3	15.0%
7	1	5.0%
5	1	5.0%

Other Punctuation

Value	Count	Frequency (%)
.	4	66.7%
:	2	33.3%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	65	67.0%
Common	32	33.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	19	29.2%
n	18	27.7%
i	18	27.7%
o	2	3.1%
f	2	3.1%
d	2	3.1%
s	1	1.5%
w	1	1.5%
a	1	1.5%
y	1	1.5%

Common

Value	Count	Frequency (%)
0	12	37.5%
.	4	12.5%
	4	12.5%
4	3	9.4%
2	3	9.4%
-	2	6.2%
:	2	6.2%
7	1	3.1%
5	1	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	97	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	19	19.6%
n	18	18.6%
i	18	18.6%
0	12	12.4%
.	4	4.1%
	4	4.1%
4	3	3.1%
2	3	3.1%
o	2	2.1%
-	2	2.1%
Other values (9)	12	12.4%

E. Quantity of bleeding- Heavy/Normal/scanty
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	18
normal	2
heavy	2
e. quantity of bleeding- heavy/normal/scanty	1

Length

Max length	44
Median length	3
Mean length	5.217391304
Min length	3

Characters and Unicode

Total characters	120
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	normal
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	18	78.3%
normal	2	8.7%
heavy	2	8.7%
e. quantity of bleeding- heavy/normal/scanty	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	18	66.7%
normal	2	7.4%
heavy	2	7.4%
e	1	3.7%
quantity	1	3.7%
of	1	3.7%
bleeding	1	3.7%
heavy/normal/scanty	1	3.7%

Most occurring characters

Value	Count	Frequency (%)
n	24	20.0%
l	22	18.3%
i	20	16.7%
a	8	6.7%
e	6	5.0%
y	5	4.2%
	4	3.3%
o	4	3.3%
h	3	2.5%
m	3	2.5%
Other values (14)	21	17.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112	93.3%
Space Separator	4	3.3%
Other Punctuation	3	2.5%
Dash Punctuation	1	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	24	21.4%
l	22	19.6%
i	20	17.9%
a	8	7.1%
e	6	5.4%
y	5	4.5%
o	4	3.6%
h	3	2.7%
m	3	2.7%
t	3	2.7%
Other values (10)	14	12.5%

Other Punctuation

Value	Count	Frequency (%)
/	2	66.7%
.	1	33.3%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112	93.3%
Common	8	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	24	21.4%
l	22	19.6%
i	20	17.9%
a	8	7.1%
e	6	5.4%
y	5	4.5%
o	4	3.6%
h	3	2.7%
m	3	2.7%
t	3	2.7%
Other values (10)	14	12.5%

Common

Value	Count	Frequency (%)
	4	50.0%
/	2	25.0%
.	1	12.5%
-	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	120	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	24	20.0%
l	22	18.3%
i	20	16.7%
a	8	6.7%
e	6	5.0%
y	5	4.2%
	4	3.3%
o	4	3.3%
h	3	2.5%
m	3	2.5%
Other values (14)	21	17.5%

F. Clots
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	16
True	7

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	16	69.6%
True	7	30.4%

G. Abnormal discharges
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	20
True	3

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	20	87.0%
True	3	13.0%

H. Associated symptoms- Pains/PMS/cramps/Low Back pain/ Mood Swings/Depressed
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	18
yes	2
pain,cramps,depressed	1
pain,cramps,	1
h. associated symptoms- pains/pms/cramps/low back pain/ mood swings/depressed	1

Length

Max length	77
Median length	3
Mean length	7.391304348
Min length	3

Characters and Unicode

Total characters	170
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	13.0%

Sample

1st row	pain,cramps,depressed
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	18	78.3%
yes	2	8.7%
pain,cramps,depressed	1	4.3%
pain,cramps,	1	4.3%
h. associated symptoms- pains/pms/cramps/low back pain/ mood swings/depressed	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	18	60.0%
yes	2	6.7%
pain,cramps,depressed	1	3.3%
pain,cramps	1	3.3%
h	1	3.3%
associated	1	3.3%
symptoms	1	3.3%
pains/pms/cramps/low	1	3.3%
back	1	3.3%
pain	1	3.3%
Other values (2)	2	6.7%

Most occurring characters

Value	Count	Frequency (%)
i	24	14.1%
n	23	13.5%
l	19	11.2%
s	17	10.0%
p	11	6.5%
a	10	5.9%
e	9	5.3%
m	7	4.1%
	7	4.1%
d	6	3.5%
Other values (14)	37	21.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	152	89.4%
Other Punctuation	10	5.9%
Space Separator	7	4.1%
Dash Punctuation	1	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	24	15.8%
n	23	15.1%
l	19	12.5%
s	17	11.2%
p	11	7.2%
a	10	6.6%
e	9	5.9%
m	7	4.6%
d	6	3.9%
r	5	3.3%
Other values (9)	21	13.8%

Other Punctuation

Value	Count	Frequency (%)
/	5	50.0%
,	4	40.0%
.	1	10.0%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	152	89.4%
Common	18	10.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	24	15.8%
n	23	15.1%
l	19	12.5%
s	17	11.2%
p	11	7.2%
a	10	6.6%
e	9	5.9%
m	7	4.6%
d	6	3.9%
r	5	3.3%
Other values (9)	21	13.8%

Common

Value	Count	Frequency (%)
	7	38.9%
/	5	27.8%
,	4	22.2%
.	1	5.6%
-	1	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	170	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	24	14.1%
n	23	13.5%
l	19	11.2%
s	17	10.0%
p	11	6.5%
a	10	5.9%
e	9	5.3%
m	7	4.1%
	7	4.1%
d	6	3.5%
Other values (14)	37	21.8%

2. Do you have any abnormal hair growth? (eg: in face, chest etc)
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	13
True	10

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	13	56.5%
True	10	43.5%

3. Are you suffering from Pimples/Acne?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	13
True	10

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	13	56.5%
True	10	43.5%

4. Are you suffering from hair loss?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	16
False	7

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	16	69.6%
False	7	30.4%

MENOPAUSAL FEMALES ONLY
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	23
Missing (%)	100.0%
Memory size	312.0 B

1. Age of Menopause
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	23
Missing (%)	100.0%
Memory size	312.0 B

2. Do you have any bleeding after menopause? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	17
True	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	17	73.9%
True	6	26.1%

3. Do you have any disinterest in sex? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	13
True	10

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	13	56.5%
True	10	43.5%

4. Are you suffering from severe mood swings? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	21
True	2

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	21	91.3%
True	2	8.7%

5. Do you feel any hot flushes? Yes/No
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	19
True	4

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	19	82.6%
True	4	17.4%

1. Do you feel forgetfulness, these days?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	12
True	11

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	12	52.2%
True	11	47.8%

2. Do you feel it is difficult to be attentive in your studies?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	17
False	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	17	73.9%
False	6	26.1%

3. Do you feel sleepy during study time?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	19
True	4

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	19	82.6%
True	4	17.4%

4. How will you describe yourself? Sluggish/Active/Hyperactive
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

active	16
sluggish	3
4. how will you describe yourself? sluggish/active/hyperactive	3
hyperactive	1

Length

Max length	62
Median length	6
Mean length	13.7826087
Min length	6

Characters and Unicode

Total characters	317
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	sluggish
2nd row	active
3rd row	active
4th row	active
5th row	active

Common Values

Value	Count	Frequency (%)
active	16	69.6%
sluggish	3	13.0%
4. how will you describe yourself? sluggish/active/hyperactive	3	13.0%
hyperactive	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
active	16	39.0%
sluggish	3	7.3%
4	3	7.3%
how	3	7.3%
will	3	7.3%
you	3	7.3%
describe	3	7.3%
yourself	3	7.3%
sluggish/active/hyperactive	3	7.3%
hyperactive	1	2.4%

Most occurring characters

Value	Count	Frequency (%)
e	36	11.4%
i	35	11.0%
c	26	8.2%
a	23	7.3%
t	23	7.3%
v	23	7.3%
s	18	5.7%
	18	5.7%
l	15	4.7%
h	13	4.1%
Other values (14)	87	27.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	284	89.6%
Space Separator	18	5.7%
Other Punctuation	12	3.8%
Decimal Number	3	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	36	12.7%
i	35	12.3%
c	26	9.2%
a	23	8.1%
t	23	8.1%
v	23	8.1%
s	18	6.3%
l	15	5.3%
h	13	4.6%
u	12	4.2%
Other values (9)	60	21.1%

Other Punctuation

Value	Count	Frequency (%)
/	6	50.0%
?	3	25.0%
.	3	25.0%

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Decimal Number

Value	Count	Frequency (%)
4	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	284	89.6%
Common	33	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	36	12.7%
i	35	12.3%
c	26	9.2%
a	23	8.1%
t	23	8.1%
v	23	8.1%
s	18	6.3%
l	15	5.3%
h	13	4.6%
u	12	4.2%
Other values (9)	60	21.1%

Common

Value	Count	Frequency (%)
	18	54.5%
/	6	18.2%
?	3	9.1%
4	3	9.1%
.	3	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	317	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	36	11.4%
i	35	11.0%
c	26	8.2%
a	23	7.3%
t	23	7.3%
v	23	7.3%
s	18	5.7%
	18	5.7%
l	15	4.7%
h	13	4.1%
Other values (14)	87	27.4%

1. Are you suffering from any lifestyle diseases of the following?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	17
True	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	17	73.9%
True	6	26.1%

2. How long are you suffering?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	22
4 years	1

Length

Max length	7
Median length	3
Mean length	3.173913043
Min length	3

Characters and Unicode

Total characters	73
Distinct characters	10
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	22	95.7%
4 years	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	22	91.7%
4	1	4.2%
years	1	4.2%

Most occurring characters

Value	Count	Frequency (%)
n	22	30.1%
i	22	30.1%
l	22	30.1%
4	1	1.4%
	1	1.4%
y	1	1.4%
e	1	1.4%
a	1	1.4%
r	1	1.4%
s	1	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	71	97.3%
Decimal Number	1	1.4%
Space Separator	1	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	22	31.0%
i	22	31.0%
l	22	31.0%
y	1	1.4%
e	1	1.4%
a	1	1.4%
r	1	1.4%
s	1	1.4%

Decimal Number

Value	Count	Frequency (%)
4	1	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	71	97.3%
Common	2	2.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	22	31.0%
i	22	31.0%
l	22	31.0%
y	1	1.4%
e	1	1.4%
a	1	1.4%
r	1	1.4%
s	1	1.4%

Common

Value	Count	Frequency (%)
4	1	50.0%
	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	22	30.1%
i	22	30.1%
l	22	30.1%
4	1	1.4%
	1	1.4%
y	1	1.4%
e	1	1.4%
a	1	1.4%
r	1	1.4%
s	1	1.4%

3. Present system of Treatment?
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	22
medication	1

Length

Max length	10
Median length	3
Mean length	3.304347826
Min length	3

Characters and Unicode

Total characters	76
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	22	95.7%
medication	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	22	95.7%
medication	1	4.3%

Most occurring characters

Value	Count	Frequency (%)
i	24	31.6%
n	23	30.3%
l	22	28.9%
m	1	1.3%
e	1	1.3%
d	1	1.3%
c	1	1.3%
a	1	1.3%
t	1	1.3%
o	1	1.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	76	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	24	31.6%
n	23	30.3%
l	22	28.9%
m	1	1.3%
e	1	1.3%
d	1	1.3%
c	1	1.3%
a	1	1.3%
t	1	1.3%
o	1	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	76	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	24	31.6%
n	23	30.3%
l	22	28.9%
m	1	1.3%
e	1	1.3%
d	1	1.3%
c	1	1.3%
a	1	1.3%
t	1	1.3%
o	1	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	24	31.6%
n	23	30.3%
l	22	28.9%
m	1	1.3%
e	1	1.3%
d	1	1.3%
c	1	1.3%
a	1	1.3%
t	1	1.3%
o	1	1.3%

4. Present Medications?
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	23	100.0%

5. Do you have any Family History of the following diseases?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	15
False	8

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	15	65.2%
False	8	34.8%

6. Have you undergone any major surgery(ies)? Yes/No; if yes please specify
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	20
True	3

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	20	87.0%
True	3	13.0%

7. Are you suffering from any of the following symptoms, these days?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	22
True	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	22	95.7%
True	1	4.3%

8. Do you have any Drug allergies?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	22
True	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	22	95.7%
True	1	4.3%

9. Are you having any form of physical disability?
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

False	22
True	1

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	22	95.7%
True	1	4.3%

10. Are you suffering from any of the following?(Depression; Anxiety; ADHD; Bipolar Disorder; Schizophrenia etc)
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	22
10. are you suffering from any of the following?(depression; anxiety; adhd; bipolar disorder; schizophrenia etc)	1

Length

Max length	112
Median length	3
Mean length	7.739130435
Min length	3

Characters and Unicode

Total characters	178
Distinct characters	30
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	22	95.7%
10. are you suffering from any of the following?(depression; anxiety; adhd; bipolar disorder; schizophrenia etc)	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	22	59.5%
10	1	2.7%
are	1	2.7%
you	1	2.7%
suffering	1	2.7%
from	1	2.7%
any	1	2.7%
of	1	2.7%
the	1	2.7%
following?(depression	1	2.7%
Other values (6)	6	16.2%

Most occurring characters

Value	Count	Frequency (%)
i	30	16.9%
n	28	15.7%
l	25	14.0%
	14	7.9%
o	9	5.1%
e	9	5.1%
r	8	4.5%
a	6	3.4%
d	5	2.8%
s	5	2.8%
Other values (20)	39	21.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	154	86.5%
Space Separator	14	7.9%
Other Punctuation	6	3.4%
Decimal Number	2	1.1%
Open Punctuation	1	0.6%
Close Punctuation	1	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	30	19.5%
n	28	18.2%
l	25	16.2%
o	9	5.8%
e	9	5.8%
r	8	5.2%
a	6	3.9%
d	5	3.2%
s	5	3.2%
f	5	3.2%
Other values (12)	24	15.6%

Other Punctuation

Value	Count	Frequency (%)
;	4	66.7%
?	1	16.7%
.	1	16.7%

Decimal Number

Value	Count	Frequency (%)
0	1	50.0%
1	1	50.0%

Space Separator

Value	Count	Frequency (%)
	14	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	154	86.5%
Common	24	13.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	30	19.5%
n	28	18.2%
l	25	16.2%
o	9	5.8%
e	9	5.8%
r	8	5.2%
a	6	3.9%
d	5	3.2%
s	5	3.2%
f	5	3.2%
Other values (12)	24	15.6%

Common

Value	Count	Frequency (%)
	14	58.3%
;	4	16.7%
?	1	4.2%
(	1	4.2%
.	1	4.2%
0	1	4.2%
1	1	4.2%
)	1	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	178	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	30	16.9%
n	28	15.7%
l	25	14.0%
	14	7.9%
o	9	5.1%
e	9	5.1%
r	8	4.5%
a	6	3.4%
d	5	2.8%
s	5	2.8%
Other values (20)	39	21.9%

11. How do you describe yourself?
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	16
not applicable	6
(if sport person)	1

Length

Max length	17
Median length	3
Mean length	6.47826087
Min length	3

Characters and Unicode

Total characters	149
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	not applicable
2nd row	not applicable
3rd row	nil
4th row	not applicable
5th row	not applicable

Common Values

Value	Count	Frequency (%)
nil	16	69.6%
not applicable	6	26.1%
(if sport person)	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	16	51.6%
not	6	19.4%
applicable	6	19.4%
if	1	3.2%
sport	1	3.2%
person	1	3.2%

Most occurring characters

Value	Count	Frequency (%)
l	28	18.8%
n	23	15.4%
i	23	15.4%
p	14	9.4%
a	12	8.1%
o	8	5.4%
	8	5.4%
t	7	4.7%
e	7	4.7%
c	6	4.0%
Other values (6)	13	8.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	139	93.3%
Space Separator	8	5.4%
Open Punctuation	1	0.7%
Close Punctuation	1	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	28	20.1%
n	23	16.5%
i	23	16.5%
p	14	10.1%
a	12	8.6%
o	8	5.8%
t	7	5.0%
e	7	5.0%
c	6	4.3%
b	6	4.3%
Other values (3)	5	3.6%

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	139	93.3%
Common	10	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	28	20.1%
n	23	16.5%
i	23	16.5%
p	14	10.1%
a	12	8.6%
o	8	5.8%
t	7	5.0%
e	7	5.0%
c	6	4.3%
b	6	4.3%
Other values (3)	5	3.6%

Common

Value	Count	Frequency (%)
	8	80.0%
(	1	10.0%
)	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	149	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	28	18.8%
n	23	15.4%
i	23	15.4%
p	14	9.4%
a	12	8.1%
o	8	5.4%
	8	5.4%
t	7	4.7%
e	7	4.7%
c	6	4.0%
Other values (6)	13	8.7%

(IF SPORT PERSON)
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	23	100.0%

What kind of sports
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	23
Missing (%)	100.0%
Memory size	312.0 B

(IF ATHLETE)
Categorical

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	100.0%
Missing	22
Missing (%)	95.7%
Memory size	312.0 B

nil	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	nil

Common Values

Value	Count	Frequency (%)
nil	1	4.3%
(Missing)	22	95.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
n	1	33.3%
i	1	33.3%
l	1	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1	33.3%
i	1	33.3%
l	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1	33.3%
i	1	33.3%
l	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1	33.3%
i	1	33.3%
l	1	33.3%

Participating category(ies)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	23
Missing (%)	100.0%
Memory size	312.0 B

(IF FITNESS ENTHUSIAST)
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	20
False	3

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	20	87.0%
False	3	13.0%

Do you exercise regularly
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	151.0 B

True	23

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	23	100.0%

How many hours per week
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	312.0 B

nil	20
cardio exercise	1
games	1
kind of exercises you prefer(yoga/weight training/cardio/cross training etc)	1

Length

Max length	76
Median length	3
Mean length	6.782608696
Min length	3

Characters and Unicode

Total characters	156
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	13.0%

Sample

1st row	nil
2nd row	nil
3rd row	nil
4th row	nil
5th row	nil

Common Values

Value	Count	Frequency (%)
nil	20	87.0%
cardio exercise	1	4.3%
games	1	4.3%
kind of exercises you prefer(yoga/weight training/cardio/cross training etc)	1	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nil	20	64.5%
cardio	1	3.2%
exercise	1	3.2%
games	1	3.2%
kind	1	3.2%
of	1	3.2%
exercises	1	3.2%
you	1	3.2%
prefer(yoga/weight	1	3.2%
training/cardio/cross	1	3.2%
Other values (2)	2	6.5%

Most occurring characters

Value	Count	Frequency (%)
i	30	19.2%
n	25	16.0%
l	20	12.8%
e	11	7.1%
r	9	5.8%
	8	5.1%
s	6	3.8%
c	6	3.8%
a	6	3.8%
o	6	3.8%
Other values (15)	29	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	143	91.7%
Space Separator	8	5.1%
Other Punctuation	3	1.9%
Open Punctuation	1	0.6%
Close Punctuation	1	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	30	21.0%
n	25	17.5%
l	20	14.0%
e	11	7.7%
r	9	6.3%
s	6	4.2%
c	6	4.2%
a	6	4.2%
o	6	4.2%
g	5	3.5%
Other values (11)	19	13.3%

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	143	91.7%
Common	13	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	30	21.0%
n	25	17.5%
l	20	14.0%
e	11	7.7%
r	9	6.3%
s	6	4.2%
c	6	4.2%
a	6	4.2%
o	6	4.2%
g	5	3.5%
Other values (11)	19	13.3%

Common

Value	Count	Frequency (%)
	8	61.5%
/	3	23.1%
(	1	7.7%
)	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	156	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	30	19.2%
n	25	16.0%
l	20	12.8%
e	11	7.1%
r	9	5.8%
	8	5.1%
s	6	3.8%
c	6	3.8%
a	6	3.8%
o	6	3.8%
Other values (15)	29	18.6%

Kind of exercises you prefer(yoga/weight training/Strength Training/Functional Movements/cardio/cross training etc)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	23
Missing (%)	100.0%
Memory size	312.0 B

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0.1	Unnamed: 0	Name	Age	Gender	Place	Height	Weight	BMI	Occupation	Marital Status	Ethinicity	Diet	Allergy	Alcohol intake	Smoking Cigars	Addiction(Others if any)	Preffered cooking oil	Salt	Sweet	Blood pressure	Hb	ESR	Fasting blood sugar	HbA1C	Total Cholesterol	HDL	LDL	Triglyceride	TSH	Uric Acid	Urea	Creatinine	SGOT	SGPT	Prescritpion	Lab-Report	X-ray	Skin allergies	1.On a scale of 1-5, how much do you feel irritable if there is a delay in food or if a meal is missed?	2. On a scale of 1-5, how much fatigue do you feel after having your meals?	3. On a scale of 1-5 how will you rate your thirst on a normal day?	4. On a scale of 1-5 how will you rate your appetite on a normal day?	5. On a scale of 1-5 how much do you feel sluggish or less energetic(physically) these days?	6. On a scale of 1-5, how often do you feel mentally sluggish these days?	7. On a scale of 1-5, how much do you feel difficulty in focussing or difficulty in concentrating?	8. On a scale of 1-5, how much do you feel sleepy during the day?	2. How often do you skip your meals?	3. How often do you feel sleeplessness at night	4. How much time do you sleep in a day	5. How often do you take fried foods/junk foods?	6. How often do you experience mood swings?	7. How often do you feel agitated or easily upset or nervous?	7. How will you describe your ‘sex drive’ (Age limited)	8. How often do you exercise?	9. How will you describe your skin type?	1. Do you feel trembling or palpitation, recurrently? Yes/No	2. Do you have any variation in blood pressure? High BP/Low BP- (if the client has answered the qn no 21 in ‘Profile’, this question can be made hidden.)	3. Is your waist circumference equal or larger than hip circumference? Yes/No	4. Are you prone to fat deposition in the abdominal area? Yes/No	5. Are you under a high amount of stress? Yes/No	6. Do you experience any changes in your body weight, when you are under stress for a certain period? Yes/No → Weight Gain/Weight Los	7. Are you gaining weight even with a low calorie diet? Yes/No	8. Do you have difficulty in bowel movements/constipation? Yes/No	9. Do you have excessive hair fall, these days? Yes/No	10. Do you sweat too much while sleeping ? Yes/No	11. Do you have difficulty in gaining/losing weight ? Yes/No; If yes→ for gaining/losing	12. Do you have difficulty in digesting fruits and vegetables; undigested food found in stools? Yes/No	13. Do you have excessive burping/ belching/ bloating? Yes/No	14. Do you have difficulty in learning new things ? Yes/No	15. Do you sweat/perspire excessively, with little or no activity? Yes/No	16. Do you experience tremor/shaking while your legs or hands are at rest ? Yes/No	17. Do you feel any giddiness on standing for a long time? Yes/No	18. Do you feel your memory is poor or are you forgetful? Yes/No	19. Do you feel difficulty in spelling correctly, familiar words? Yes/No	20. Has there any change in vision (eye sight) recently ? Yes/No	21. Is there any difficulty in making decisions or co-ordinating ?	22. Do you feel depressed or lack motivation?	23. Are you more emotional now-a days, than in the past?	24. Does your frequency of urination increased these days?	1. Do you feel any urgency in urination, these days? Yes/No	2. Do you feel any decrease in fullness of erections? Yes/No	3. Do you have any difficulty in maintaining morning erections? Yes/No	4. Do you feel any decrease in physical stamina? Yes/No	5. Do you have recurrent premature ejaculations?	6. Do you have any increase in fat distribution around the chest and hips? Yes/No	A. Age of Menarche	B. Cycle length	C. Regularity	D. Days of flow	E. Quantity of bleeding- Heavy/Normal/scanty	F. Clots	G. Abnormal discharges	H. Associated symptoms- Pains/PMS/cramps/Low Back pain/ Mood Swings/Depressed	2. Do you have any abnormal hair growth? (eg: in face, chest etc)	3. Are you suffering from Pimples/Acne?	4. Are you suffering from hair loss?	MENOPAUSAL FEMALES ONLY	1. Age of Menopause	2. Do you have any bleeding after menopause? Yes/No	3. Do you have any disinterest in sex? Yes/No	4. Are you suffering from severe mood swings? Yes/No	5. Do you feel any hot flushes? Yes/No	1. Do you feel forgetfulness, these days?	2. Do you feel it is difficult to be attentive in your studies?	3. Do you feel sleepy during study time?	4. How will you describe yourself? Sluggish/Active/Hyperactive	1. Are you suffering from any lifestyle diseases of the following?	2. How long are you suffering?	3. Present system of Treatment?	4. Present Medications?	5. Do you have any Family History of the following diseases?	6. Have you undergone any major surgery(ies)? Yes/No; if yes please specify	7. Are you suffering from any of the following symptoms, these days?	8. Do you have any Drug allergies?	9. Are you having any form of physical disability?	10. Are you suffering from any of the following?(Depression; Anxiety; ADHD; Bipolar Disorder; Schizophrenia etc)	11. How do you describe yourself?	(IF SPORT PERSON)	What kind of sports	(IF ATHLETE)	Participating category(ies)	(IF FITNESS ENTHUSIAST)	Do you exercise regularly	How many hours per week	Kind of exercises you prefer(yoga/weight training/Strength Training/Functional Movements/cardio/cross training etc)
0	32	32	arya tara rai	7	f	darjeeling	170	70	23	doctor	married	ethinicity	non-veg(readmeat)	no	nil	nil	nil	sunflower oil,mustard oil	not interested	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	NaN	NaN	NaN	no	1.0	1.0	1.0	3.0	1.0	1.0	5.0	1.0	not at all	not at all	d. more than 8 hours	not at all	not at all	not at all	NaN	not at all	normal	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	yes	yes	yes	yes	NaN	13.0	normal	regular	4.0	normal	no	no	pain,cramps,depressed	no	yes	no	NaN	NaN	no	no	no	yes	no	yes	no	sluggish	no	nil	nil	yes	yes	no	no	no	no	nil	not applicable	yes	NaN	NaN	NaN	yes	yes	nil	NaN
1	66	66	sriya sreenivasan	7	f	nil	122	35	23	doctor	married	ethinicity	non-veg(readmeat)	no	nil	nil	nil	nil	craves	craves	low	low	high	high	high	high	low	high	low	high	low	low	low	low	high	NaN	NaN	NaN	no	5.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	not at all	not at all	d. more than 8 hours	frequently	not at all	not at all	NaN	more than 5 hours a week	normal	no	yes	yes	yes	yes	yes	yes	yes	yes	no	no	no	no	yes	no	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	yes	no	no	NaN	NaN	no	no	no	yes	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	not applicable	yes	NaN	NaN	NaN	yes	yes	nil	NaN
2	109	109	shitanshu verma	5	m	nil	170	70	23	doctor	married	ethinicity	vegeterian(green leafy)	no	nil	nil	nil	mustard oil	craves	craves	low	low	low	low	low	low	low	low	low	low	low	low	low	low	low	NaN	NaN	NaN	yes	1.0	1.0	5.0	5.0	5.0	1.0	5.0	1.0	frequently	not at all	c. 6-8 hours	frequently	not at all	frequently	NaN	not at all	NaN	no	yes	yes	yes	no	no	no	no	no	yes	yes	no	no	yes	yes	no	no	yes	no	no	yes	no	yes	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	yes	no	yes	NaN	NaN	no	yes	no	no	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
3	151	151	rizanizar	10	f	nil	130	25	23	doctor	married	ethinicity	non-veg(chicken)	yes	nil	nil	nil	coconut oil ,olive oil and sunflower oil (rarely)	not interested	not interested	low	low	low	low	low	low	low	low	low	low	low	low	low	low	low	NaN	NaN	NaN	yes	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	frequently	frequently	a. less than 5 hours	frequently	not at all	not at all	NaN	not at all	NaN	no	yes	no	no	no	no	yes	yes	no	no	no	no	no	yes	no	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	no	yes	yes	NaN	NaN	yes	yes	no	no	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	not applicable	yes	NaN	NaN	NaN	yes	yes	nil	NaN
4	164	164	iffa ahmed	10	f	nil	149	38	23	doctor	married	ethinicity	non-veg(chicken)	no	nil	nil	nil	rice bran oil	craves	craves	low	low	low	low	low	low	low	low	low	low	low	low	low	low	low	NaN	NaN	NaN	yes	5.0	1.0	5.0	1.0	5.0	5.0	5.0	1.0	not at all	frequently	a. less than 5 hours	not at all	frequently	frequently	i feel i have normal sex drive	not at all	dry	yes	yes	no	no	no	no	no	no	yes	yes	no	no	no	no	yes	no	yes	no	no	no	yes	yes	yes	yes	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	yes	yes	yes	NaN	NaN	yes	yes	no	no	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	not applicable	yes	NaN	NaN	NaN	yes	yes	nil	NaN
5	173	173	sheetal kumari	6	f	nil	121	25	23	doctor	married	ethinicity	non-veg(chicken)	no	nil	nil	nil	rice bran oil	craves	not interested	low	low	low	low	low	low	low	low	low	low	low	low	low	low	low	NaN	NaN	NaN	yes	5.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	not at all	not at all	d. more than 8 hours	not at all	not at all	frequently	NaN	more than 5 hours a week	normal	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	yes	yes	yes	NaN	NaN	yes	yes	no	no	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	not applicable	yes	NaN	NaN	NaN	yes	yes	nil	NaN
6	190	190	devasree	8	f	nil	111	27	23	doctor	married	ethinicity	non-veg(chicken)	no	nil	nil	nil	coconut oil	craves	not interested	low	low	low	low	low	low	low	low	low	low	low	low	low	low	low	NaN	NaN	NaN	yes	1.0	1.0	1.0	1.0	1.0	1.0	5.0	1.0	not at all	not at all	d. more than 8 hours	frequently	not at all	frequently	NaN	not at all	normal	no	yes	no	no	yes	no	no	yes	no	yes	yes	no	no	no	yes	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	less than 24 days	regular	nil	nil	no	no	nil	yes	yes	yes	NaN	NaN	yes	yes	no	no	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	not applicable	yes	NaN	NaN	NaN	yes	yes	nil	NaN
7	223	223	amrit t krishnadas	11	m	nil	136	25	14	doctor	married	ethinicity	non-veg(chicken)	no	nil	nil	nil	coconut oil	craves	not interested	low	low	low	low	low	low	low	low	low	low	low	low	low	low	low	NaN	NaN	NaN	yes	5.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	not at all	not at all	d. more than 8 hours	frequently	not at all	not at all	NaN	not at all	dry	no	yes	no	no	no	yes	no	no	yes	yes	yes	no	no	no	no	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	no	no	yes	NaN	NaN	yes	yes	no	no	yes	yes	no	active	no	nil	nil	yes	no	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
8	282	283	sriya sreenivasan	7	f	nil	122	35	24	nil	unmarried	asain	non-veg(readmeat)	no	1.0	1.0	no	nil	craves	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	no	5.0	1.0	1.0	2.0	1.0	1.0	1.0	2.0	not at all	not at all	c. 6-8 hours	frequently	not at all	not at all	i feel i have normal sex drive	2-3 hours a week	normal	no	yes	yes	yes	no	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	yes	yes	nil	yes	no	no	NaN	NaN	no	no	no	no	yes	yes	no	active	yes	4 years	medication	yes	yes	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
9	373	374	sabrina gurung	11	f	nil	170	70	23	nil	unmarried	asain	non-veg(readmeat)	no	1.0	1.0	no	mustard oil	craves	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	no	5.0	1.0	5.0	4.0	1.0	1.0	1.0	1.0	not at all	not at all	c. 6-8 hours	frequently	not at all	frequently	i feel i have normal sex drive	not at all	dry	no	yes	no	no	yes	yes	yes	no	no	no	no	no	no	no	no	no	no	no	yes	no	no	no	no	no	yes	yes	yes	yes	yes	NaN	11.0	normal	regular	4.0	heavy	yes	yes	pain,cramps,	no	no	no	NaN	NaN	no	no	no	no	yes	yes	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN

Last rows

	Unnamed: 0.1	Unnamed: 0	Name	Age	Gender	Place	Height	Weight	BMI	Occupation	Marital Status	Ethinicity	Diet	Allergy	Alcohol intake	Smoking Cigars	Addiction(Others if any)	Preffered cooking oil	Salt	Sweet	Blood pressure	Hb	ESR	Fasting blood sugar	HbA1C	Total Cholesterol	HDL	LDL	Triglyceride	TSH	Uric Acid	Urea	Creatinine	SGOT	SGPT	Prescritpion	Lab-Report	X-ray	Skin allergies	1.On a scale of 1-5, how much do you feel irritable if there is a delay in food or if a meal is missed?	2. On a scale of 1-5, how much fatigue do you feel after having your meals?	3. On a scale of 1-5 how will you rate your thirst on a normal day?	4. On a scale of 1-5 how will you rate your appetite on a normal day?	5. On a scale of 1-5 how much do you feel sluggish or less energetic(physically) these days?	6. On a scale of 1-5, how often do you feel mentally sluggish these days?	7. On a scale of 1-5, how much do you feel difficulty in focussing or difficulty in concentrating?	8. On a scale of 1-5, how much do you feel sleepy during the day?	2. How often do you skip your meals?	3. How often do you feel sleeplessness at night	4. How much time do you sleep in a day	5. How often do you take fried foods/junk foods?	6. How often do you experience mood swings?	7. How often do you feel agitated or easily upset or nervous?	7. How will you describe your ‘sex drive’ (Age limited)	8. How often do you exercise?	9. How will you describe your skin type?	1. Do you feel trembling or palpitation, recurrently? Yes/No	2. Do you have any variation in blood pressure? High BP/Low BP- (if the client has answered the qn no 21 in ‘Profile’, this question can be made hidden.)	3. Is your waist circumference equal or larger than hip circumference? Yes/No	4. Are you prone to fat deposition in the abdominal area? Yes/No	5. Are you under a high amount of stress? Yes/No	6. Do you experience any changes in your body weight, when you are under stress for a certain period? Yes/No → Weight Gain/Weight Los	7. Are you gaining weight even with a low calorie diet? Yes/No	8. Do you have difficulty in bowel movements/constipation? Yes/No	9. Do you have excessive hair fall, these days? Yes/No	10. Do you sweat too much while sleeping ? Yes/No	11. Do you have difficulty in gaining/losing weight ? Yes/No; If yes→ for gaining/losing	12. Do you have difficulty in digesting fruits and vegetables; undigested food found in stools? Yes/No	13. Do you have excessive burping/ belching/ bloating? Yes/No	14. Do you have difficulty in learning new things ? Yes/No	15. Do you sweat/perspire excessively, with little or no activity? Yes/No	16. Do you experience tremor/shaking while your legs or hands are at rest ? Yes/No	17. Do you feel any giddiness on standing for a long time? Yes/No	18. Do you feel your memory is poor or are you forgetful? Yes/No	19. Do you feel difficulty in spelling correctly, familiar words? Yes/No	20. Has there any change in vision (eye sight) recently ? Yes/No	21. Is there any difficulty in making decisions or co-ordinating ?	22. Do you feel depressed or lack motivation?	23. Are you more emotional now-a days, than in the past?	24. Does your frequency of urination increased these days?	1. Do you feel any urgency in urination, these days? Yes/No	2. Do you feel any decrease in fullness of erections? Yes/No	3. Do you have any difficulty in maintaining morning erections? Yes/No	4. Do you feel any decrease in physical stamina? Yes/No	5. Do you have recurrent premature ejaculations?	6. Do you have any increase in fat distribution around the chest and hips? Yes/No	A. Age of Menarche	B. Cycle length	C. Regularity	D. Days of flow	E. Quantity of bleeding- Heavy/Normal/scanty	F. Clots	G. Abnormal discharges	H. Associated symptoms- Pains/PMS/cramps/Low Back pain/ Mood Swings/Depressed	2. Do you have any abnormal hair growth? (eg: in face, chest etc)	3. Are you suffering from Pimples/Acne?	4. Are you suffering from hair loss?	MENOPAUSAL FEMALES ONLY	1. Age of Menopause	2. Do you have any bleeding after menopause? Yes/No	3. Do you have any disinterest in sex? Yes/No	4. Are you suffering from severe mood swings? Yes/No	5. Do you feel any hot flushes? Yes/No	1. Do you feel forgetfulness, these days?	2. Do you feel it is difficult to be attentive in your studies?	3. Do you feel sleepy during study time?	4. How will you describe yourself? Sluggish/Active/Hyperactive	1. Are you suffering from any lifestyle diseases of the following?	2. How long are you suffering?	3. Present system of Treatment?	4. Present Medications?	5. Do you have any Family History of the following diseases?	6. Have you undergone any major surgery(ies)? Yes/No; if yes please specify	7. Are you suffering from any of the following symptoms, these days?	8. Do you have any Drug allergies?	9. Are you having any form of physical disability?	10. Are you suffering from any of the following?(Depression; Anxiety; ADHD; Bipolar Disorder; Schizophrenia etc)	11. How do you describe yourself?	(IF SPORT PERSON)	What kind of sports	(IF ATHLETE)	Participating category(ies)	(IF FITNESS ENTHUSIAST)	Do you exercise regularly	How many hours per week	Kind of exercises you prefer(yoga/weight training/Strength Training/Functional Movements/cardio/cross training etc)
13	552	555	kezia johnson	10	f	nil	145	34	16	occupation	married	ethinicity	non-veg(chicken)	no	nil	nil	no	coconut oil	not interested	craves	normal	low	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	yes	1.0	1.0	1.0	1.0	5.0	1.0	1.0	1.0	frequently	not at all	c. 6-8 hours	not at all	not at all	frequently	i feel i have normal sex drive	once in a while	normal	no	yes	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	yes	yes	yes	yes	NaN	13.0	normal	regular	4.0	normal	yes	yes	yes	no	no	yes	NaN	NaN	no	no	no	no	no	no	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	no	yes	cardio exercise	NaN
14	563	566	ved dharmendra dhanani	10	m	nil	122	28	18	business	married	ethinicity	vegeterian(cereals)	NaN	nil	nil	no	rice bran oil	craves	craves	normal	low	low	normal	normal	normal	low	high	high	normal	normal	normal	normal	normal	low	no	no	no	no	5.0	1.0	5.0	5.0	5.0	1.0	1.0	1.0	not at all	frequently	c. 6-8 hours	not at all	frequently	frequently	i feel i have normal sex drive	not at all	normal	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	no	yes	no	no	yes	yes	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	no	no	no	NaN	NaN	no	yes	no	yes	no	no	no	active	no	nil	nil	yes	yes	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	no	yes	nil	NaN
15	666	669	miss senora menezes	5	f	nil	170	70	23	business	married	ethinicity	NaN	NaN	nil	nil	nil	nil	craves	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	NaN	NaN	NaN	yes	5.0	1.0	1.0	5.0	5.0	1.0	1.0	1.0	not at all	not at all	NaN	frequently	frequently	frequently	i feel i have normal sex drive	2-3 hours a week	normal	no	yes	yes	no	no	yes	no	yes	yes	no	yes	no	no	no	no	no	no	no	no	no	yes	yes	yes	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	yes	no	no	NaN	NaN	no	no	no	no	no	no	no	active	yes	nil	nil	yes	yes	yes	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
16	673	676	riyana parveen p s	9	f	nil	140	22	23	business	married	ethinicity	non-veg(chicken)	NaN	nil	nil	nil	coconut oil	craves	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	NaN	NaN	NaN	yes	1.0	1.0	1.0	5.0	1.0	1.0	1.0	1.0	frequently	not at all	NaN	not at all	not at all	not at all	i feel i have normal sex drive	2-3 hours a week	dry	no	yes	no	no	no	no	no	yes	yes	no	yes	no	no	no	no	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	normal	regular	nil	nil	no	no	nil	yes	yes	yes	NaN	NaN	no	no	no	no	no	no	no	active	yes	nil	nil	yes	yes	yes	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	games	NaN
17	724	728	k shanker	6	m	nil	170	70	23	doctor	married	ethinicity	vegeterian(cereals)	yes	nil	nil	nil	nil	not interested	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	no	1.0	1.0	1.0	3.0	1.0	1.0	1.0	1.0	not at all	not at all	c. 6-8 hours	not at all	not at all	frequently	i have increased sex drive	more than 5 hours a week	normal	no	yes	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	no	yes	no	no	no	no	no	no	no	no	no	no	nil	nil	regular	nil	nil	no	no	nil	no	no	no	NaN	NaN	no	yes	no	no	yes	yes	yes	4. how will you describe yourself? sluggish/active/hyperactive	no	nil	nil	yes	no	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
18	807	1124	nemy joseph	7	m	banglore	128	21	23	occupation	married	ethinicity	non-veg(readmeat)	no	nil	nil	nil	coconut oil	not interested	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	NaN	NaN	NaN	yes	5.0	1.0	1.0	3.0	1.0	1.0	5.0	2.0	not at all	not at all	c. 6-8 hours	not at all	not at all	frequently	i feel i have normal sex drive	2-3 hours a week	dry	no	yes	no	no	no	no	no	no	no	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	yes	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	no	no	nil	no	no	yes	NaN	NaN	yes	yes	yes	no	no	yes	yes	active	no	nil	nil	yes	no	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
19	910	2496	laxmi-stb210022567	11	f	north india	160	60	23	nil	unmarried	asain	vegeterian(cereals)	no	nil	nil	nil	refined oil	prefers	craves	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	yes	5.0	1.0	5.0	3.0	5.0	5.0	1.0	3.0	not at all	frequently	b. 5 -6 hours	not at all	frequently	frequently	no sex drive these days	2-3 hours a week	combination of dry and oily	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	no	no	no	no	no	yes	yes	yes	yes	yes	NaN	a. age of menarche	b. cycle length	regular	d. days of flow	e. quantity of bleeding- heavy/normal/scanty	yes	no	h. associated symptoms- pains/pms/cramps/low back pain/ mood swings/depressed	no	yes	yes	NaN	NaN	no	no	no	no	no	yes	no	active	no	nil	nil	yes	no	no	no	no	no	10. are you suffering from any of the following?(depression; anxiety; adhd; bipolar disorder; schizophrenia etc)	(if sport person)	yes	NaN	NaN	NaN	yes	yes	kind of exercises you prefer(yoga/weight training/cardio/cross training etc)	NaN
20	958	3209	jiya r rakholiya _gfx0205683	8	f	north india	170	70	23	student	unmarried	asain	vegeterian(cereals)	no	1.0	1.0	1.0	peanut oil	craves	not interested	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	yes	5.0	1.0	1.0	3.0	1.0	1.0	5.0	1.0	not at all	not at all	c. 6-8 hours	frequently	not at all	frequently	i feel i have normal sex drive	not at all	normal	no	yes	no	yes	no	no	no	yes	no	no	yes	no	no	yes	no	no	no	yes	yes	yes	no	no	no	no	yes	yes	yes	yes	yes	NaN	13.0	normal	irregular	2022-07-05 00:00:00	heavy	no	no	yes	yes	no	yes	NaN	NaN	no	no	no	no	yes	yes	yes	sluggish	no	nil	nil	yes	no	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
21	1004	3740	viraj vishal bekellu_gfx0205687	8	m	south india	120	25	17	student	unmarried	asain	non-veg(chicken)	no	1.0	1.0	1.0	mustard oil	prefers	prefers	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	yes	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	not at all	not at all	a. less than 5 hours	not at all	not at all	frequently	i feel i have normal sex drive	once in a while	oily	no	yes	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	yes	no	nil	yes	yes	yes	NaN	NaN	no	no	no	no	no	no	no	sluggish	no	nil	nil	yes	no	no	no	no	no	nil	nil	yes	NaN	NaN	NaN	yes	yes	nil	NaN
22	1030	4072	k prabhass	10	m	karnataka	121	28	18	student	unmarried	asain	non-veg(chicken)	no	1.0	1.0	nil	coconut oil	craves	not interested	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	normal	no	no	no	yes	5.0	1.0	1.0	3.0	1.0	5.0	5.0	5.0	not at all	frequently	b. 5 -6 hours	frequently	not at all	frequently	i feel i have normal sex drive	not at all	normal	no	yes	no	no	no	no	no	no	no	yes	no	no	no	yes	no	no	no	no	no	no	yes	no	no	no	yes	yes	yes	yes	yes	NaN	nil	nil	regular	nil	nil	yes	no	nil	no	yes	yes	NaN	NaN	no	no	no	no	no	yes	no	hyperactive	no	nil	nil	yes	no	no	no	no	no	nil	nil	yes	NaN	nil	NaN	no	yes	nil	NaN

Overview

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Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter